Optimize Docs images (#15900)

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Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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@ -7,7 +7,7 @@ keywords: Ultralytics, Android app, real-time object detection, YOLO models, Ten
# Ultralytics Android App: Real-time Object Detection with YOLO Models
<a href="https://ultralytics.com/hub" target="_blank">
<img width="100%" src="https://user-images.githubusercontent.com/26833433/281124469-6b3b0945-dbb1-44c8-80a9-ef6bc778b299.jpg" alt="Ultralytics HUB preview image"></a>
<img width="100%" src="https://github.com/ultralytics/docs/releases/download/0/ultralytics-android-app-detection.avif" alt="Ultralytics HUB preview image"></a>
<br>
<div align="center">
<a href="https://github.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-github.png" width="3%" alt="Ultralytics GitHub"></a>

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@ -7,7 +7,7 @@ keywords: Ultralytics HUB, YOLO models, mobile app, iOS, Android, hardware accel
# Ultralytics HUB App
<a href="https://ultralytics.com/hub" target="_blank">
<img width="100%" src="https://github.com/ultralytics/assets/raw/main/im/ultralytics-hub.png" alt="Ultralytics HUB preview image"></a>
<img width="100%" src="https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub.avif" alt="Ultralytics HUB preview image"></a>
<br>
<div align="center">
<a href="https://github.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-github.png" width="3%" alt="Ultralytics GitHub"></a>

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@ -7,7 +7,7 @@ keywords: Ultralytics, iOS App, YOLO models, real-time object detection, Apple N
# Ultralytics iOS App: Real-time Object Detection with YOLO Models
<a href="https://ultralytics.com/hub" target="_blank">
<img width="100%" src="https://user-images.githubusercontent.com/26833433/281124469-6b3b0945-dbb1-44c8-80a9-ef6bc778b299.jpg" alt="Ultralytics HUB preview image"></a>
<img width="100%" src="https://github.com/ultralytics/docs/releases/download/0/ultralytics-android-app-detection.avif" alt="Ultralytics HUB preview image"></a>
<br>
<div align="center">
<a href="https://github.com/ultralytics"><img src="https://github.com/ultralytics/assets/raw/main/social/logo-social-github.png" width="3%" alt="Ultralytics GitHub"></a>

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@ -26,13 +26,13 @@ In order to train models using Ultralytics Cloud Training, you need to [upgrade]
Follow the [Train Model](./models.md#train-model) instructions from the [Models](./models.md) page until you reach the third step ([Train](./models.md#3-train)) of the **Train Model** dialog. Once you are on this step, simply select the training duration (Epochs or Timed), the training instance, the payment method, and click the **Start Training** button. That's it!
![Ultralytics HUB screenshot of the Train Model dialog with arrows pointing to the Cloud Training options and the Start Training button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_1.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with arrows pointing to the Cloud Training options and the Start Training button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-dialog.avif)
??? note "Note"
When you are on this step, you have the option to close the **Train Model** dialog and start training your model from the Model page later.
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Start Training card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_2.jpg)
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Start Training card](https://github.com/ultralytics/docs/releases/download/0/hub-cloud-training-model-page-start-training.avif)
Most of the times, you will use the Epochs training. The number of epochs can be adjusted on this step (if the training didn't start yet) and represents the number of times your dataset needs to go through the cycle of train, label, and test. The exact pricing based on the number of epochs is hard to determine, reason why we only allow the [Account Balance](./pro.md#account-balance) payment method.
@ -40,7 +40,7 @@ Most of the times, you will use the Epochs training. The number of epochs can be
When using the Epochs training, your [account balance](./pro.md#account-balance) needs to be at least US$5.00 to start training. In case you have a low balance, you can top-up directly from this step.
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Top-Up button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_3.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Top-Up button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-dialog-top-up.avif)
!!! note "Note"
@ -48,21 +48,21 @@ Most of the times, you will use the Epochs training. The number of epochs can be
Also, after every epoch, we check if you have enough [account balance](./pro.md#account-balance) for the next epoch. In case you don't have enough [account balance](./pro.md#account-balance) for the next epoch, we will stop the training session, allowing you to resume training your model from the last checkpoint saved.
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Resume Training button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_4.jpg)
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Resume Training button](https://github.com/ultralytics/docs/releases/download/0/hub-cloud-training-resume-training-button.avif)
Alternatively, you can use the Timed training. This option allows you to set the training duration. In this case, we can determine the exact pricing. You can pay upfront or using your [account balance](./pro.md#account-balance).
If you have enough [account balance](./pro.md#account-balance), you can use the [Account Balance](./pro.md#account-balance) payment method.
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Start Training button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_5.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Start Training button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-start-training.avif)
If you don't have enough [account balance](./pro.md#account-balance), you won't be able to use the [Account Balance](./pro.md#account-balance) payment method. You can pay upfront or top-up directly from this step.
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Pay Now button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_6.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Pay Now button](https://github.com/ultralytics/docs/releases/download/0/hub-cloud-training-train-model-pay-now-button.avif)
Before the training session starts, the initialization process spins up a dedicated instance equipped with GPU resources, which can sometimes take a while depending on the current demand and availability of GPU resources.
![Ultralytics HUB screenshot of the Model page during the initialization process](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_7.jpg)
![Ultralytics HUB screenshot of the Model page during the initialization process](https://github.com/ultralytics/docs/releases/download/0/model-page-initialization-process.avif)
!!! note "Note"
@ -72,13 +72,13 @@ After the training session starts, you can monitor each step of the progress.
If needed, you can stop the training by clicking on the **Stop Training** button.
![Ultralytics HUB screenshot of the Model page of a model that is currently training with an arrow pointing to the Stop Training button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_8.jpg)
![Ultralytics HUB screenshot of the Model page of a model that is currently training with an arrow pointing to the Stop Training button](https://github.com/ultralytics/docs/releases/download/0/model-page-training-stop-button.avif)
!!! note "Note"
You can resume training your model from the last checkpoint saved.
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Resume Training button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_4.jpg)
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Resume Training button](https://github.com/ultralytics/docs/releases/download/0/hub-cloud-training-resume-training-button.avif)
<p align="center">
<iframe loading="lazy" width="720" height="405" src="https://www.youtube.com/embed/H3qL8ImCSV8"
@ -94,10 +94,10 @@ If needed, you can stop the training by clicking on the **Stop Training** button
Unfortunately, at the moment, you can only train one model at a time using Ultralytics Cloud.
![Ultralytics HUB screenshot of the Train Model dialog with the Ultralytics Cloud unavailable](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_9.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with the Ultralytics Cloud unavailable](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-dialog-1.avif)
## Billing
During training or after training, you can check the cost of your model by clicking on the **Billing** tab. Furthermore, you can download the cost report by clicking on the **Download** button.
![Ultralytics HUB screenshot of the Billing tab inside the Model page with an arrow pointing to the Billing tab and one to the Download button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_billing_1.jpg)
![Ultralytics HUB screenshot of the Billing tab inside the Model page with an arrow pointing to the Billing tab and one to the Download button](https://github.com/ultralytics/docs/releases/download/0/hub-cloud-training-billing-tab.avif)

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@ -35,7 +35,7 @@ zip -r coco8.zip coco8
You can download our [COCO8](https://github.com/ultralytics/hub/blob/main/example_datasets/coco8.zip) example dataset and unzip it to see exactly how to structure your dataset.
<p align="center">
<img src="https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/dataset_structure.jpg" alt="COCO8 Dataset Structure" width="80%">
<img src="https://github.com/ultralytics/docs/releases/download/0/coco8-dataset-structure.avif" alt="COCO8 Dataset Structure" width="80%">
</p>
The dataset YAML is the same standard YOLOv5 and YOLOv8 YAML format.
@ -56,13 +56,13 @@ check_dataset("path/to/dataset.zip", task="detect")
Once your dataset ZIP is ready, navigate to the [Datasets](https://hub.ultralytics.com/datasets) page by clicking on the **Datasets** button in the sidebar and click on the **Upload Dataset** button on the top right of the page.
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Datasets button in the sidebar and one to the Upload Dataset button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_2.jpg)
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Datasets button in the sidebar and one to the Upload Dataset button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-datasets-upload.avif)
??? tip "Tip"
You can upload a dataset directly from the [Home](https://hub.ultralytics.com/home) page.
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Upload Dataset card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_1.jpg)
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Upload Dataset card](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-upload-dataset-card.avif)
This action will trigger the **Upload Dataset** dialog.
@ -72,43 +72,43 @@ You have the additional option to set a custom name and description for your [Ul
When you're happy with your dataset configuration, click **Upload**.
![Ultralytics HUB screenshot of the Upload Dataset dialog with arrows pointing to dataset task, dataset file and Upload button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_3.jpg)
![Ultralytics HUB screenshot of the Upload Dataset dialog with arrows pointing to dataset task, dataset file and Upload button](https://github.com/ultralytics/docs/releases/download/0/hub-upload-dataset-dialog.avif)
After your dataset is uploaded and processed, you will be able to access it from the [Datasets](https://hub.ultralytics.com/datasets) page.
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to one of the datasets](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_4.jpg)
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to one of the datasets](https://github.com/ultralytics/docs/releases/download/0/hub-datasets-page.avif)
You can view the images in your dataset grouped by splits (Train, Validation, Test).
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Images tab](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_5.jpg)
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Images tab](https://github.com/ultralytics/docs/releases/download/0/hub-dataset-page-images-tab.avif)
??? tip "Tip"
Each image can be enlarged for better visualization.
![Ultralytics HUB screenshot of the Images tab inside the Dataset page with an arrow pointing to the expand icon](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_6.jpg)
![Ultralytics HUB screenshot of the Images tab inside the Dataset page with an arrow pointing to the expand icon](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-images-tab-expand-icon.avif)
![Ultralytics HUB screenshot of the Images tab inside the Dataset page with one of the images expanded](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_7.jpg)
![Ultralytics HUB screenshot of the Images tab inside the Dataset page with one of the images expanded](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-dataset-page-expanded-image.avif)
Also, you can analyze your dataset by click on the **Overview** tab.
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Overview tab](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_8.jpg)
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Overview tab](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-overview-tab.avif)
Next, [train a model](./models.md#train-model) on your dataset.
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Train Model button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_9.jpg)
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Train Model button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-dataset-page-train-model-button.avif)
## Download Dataset
Navigate to the Dataset page of the dataset you want to download, open the dataset actions dropdown and click on the **Download** option. This action will start downloading your dataset.
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Download option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_download_dataset_1.jpg)
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Download option](https://github.com/ultralytics/docs/releases/download/0/hub-download-dataset-1.avif)
??? tip "Tip"
You can download a dataset directly from the [Datasets](https://hub.ultralytics.com/datasets) page.
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Download option of one of the datasets](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_download_dataset_2.jpg)
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Download option of one of the datasets](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-datasets-download-option.avif)
## Share Dataset
@ -124,17 +124,17 @@ Navigate to the Dataset page of the dataset you want to download, open the datas
Navigate to the Dataset page of the dataset you want to share, open the dataset actions dropdown and click on the **Share** option. This action will trigger the **Share Dataset** dialog.
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Share option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_share_dataset_1.jpg)
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Share option](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-share-dataset.avif)
??? tip "Tip"
You can share a dataset directly from the [Datasets](https://hub.ultralytics.com/datasets) page.
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Share option of one of the datasets](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_share_dataset_2.jpg)
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Share option of one of the datasets](https://github.com/ultralytics/docs/releases/download/0/hub-share-dataset-2.avif)
Set the general access to "Unlisted" and click **Save**.
![Ultralytics HUB screenshot of the Share Dataset dialog with an arrow pointing to the dropdown and one to the Save button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_share_dataset_3.jpg)
![Ultralytics HUB screenshot of the Share Dataset dialog with an arrow pointing to the dropdown and one to the Save button](https://github.com/ultralytics/docs/releases/download/0/hub-share-dataset-dialog.avif)
Now, anyone who has the direct link to your dataset can view it.
@ -142,38 +142,38 @@ Now, anyone who has the direct link to your dataset can view it.
You can easily click on the dataset's link shown in the **Share Dataset** dialog to copy it.
![Ultralytics HUB screenshot of the Share Dataset dialog with an arrow pointing to the dataset's link](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_share_dataset_4.jpg)
![Ultralytics HUB screenshot of the Share Dataset dialog with an arrow pointing to the dataset's link](https://github.com/ultralytics/docs/releases/download/0/hub-share-dataset-link.avif)
## Edit Dataset
Navigate to the Dataset page of the dataset you want to edit, open the dataset actions dropdown and click on the **Edit** option. This action will trigger the **Update Dataset** dialog.
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Edit option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_edit_dataset_1.jpg)
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Edit option](https://github.com/ultralytics/docs/releases/download/0/hub-edit-dataset-1.avif)
??? tip "Tip"
You can edit a dataset directly from the [Datasets](https://hub.ultralytics.com/datasets) page.
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Edit option of one of the datasets](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_edit_dataset_2.jpg)
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Edit option of one of the datasets](https://github.com/ultralytics/docs/releases/download/0/hub-edit-dataset-page.avif)
Apply the desired modifications to your dataset and then confirm the changes by clicking **Save**.
![Ultralytics HUB screenshot of the Update Dataset dialog with an arrow pointing to the Save button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_edit_dataset_3.jpg)
![Ultralytics HUB screenshot of the Update Dataset dialog with an arrow pointing to the Save button](https://github.com/ultralytics/docs/releases/download/0/hub-edit-dataset-save-button.avif)
## Delete Dataset
Navigate to the Dataset page of the dataset you want to delete, open the dataset actions dropdown and click on the **Delete** option. This action will delete the dataset.
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Delete option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_delete_dataset_1.jpg)
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Delete option](https://github.com/ultralytics/docs/releases/download/0/hub-delete-dataset-option.avif)
??? tip "Tip"
You can delete a dataset directly from the [Datasets](https://hub.ultralytics.com/datasets) page.
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Delete option of one of the datasets](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_delete_dataset_2.jpg)
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Delete option of one of the datasets](https://github.com/ultralytics/docs/releases/download/0/hub-delete-dataset-page.avif)
!!! note "Note"
If you change your mind, you can restore the dataset from the [Trash](https://hub.ultralytics.com/trash) page.
![Ultralytics HUB screenshot of the Trash page with an arrow pointing to Trash button in the sidebar and one to the Restore option of one of the datasets](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_delete_dataset_3.jpg)
![Ultralytics HUB screenshot of the Trash page with an arrow pointing to Trash button in the sidebar and one to the Restore option of one of the datasets](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-trash-restore.avif)

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@ -7,7 +7,7 @@ keywords: Ultralytics HUB, YOLO models, train YOLO, YOLOv5, YOLOv8, object detec
# Ultralytics HUB
<div align="center">
<a href="https://ultralytics.com/hub" target="_blank"><img width="100%" src="https://github.com/ultralytics/assets/raw/main/im/ultralytics-hub.png"></a>
<a href="https://ultralytics.com/hub" target="_blank"><img width="100%" src="https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub.avif"></a>
<a href="https://docs.ultralytics.com/zh/hub/">中文</a> |
<a href="https://docs.ultralytics.com/ko/hub/">한국어</a> |
<a href="https://docs.ultralytics.com/ja/hub/">日本語</a> |

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@ -8,7 +8,7 @@ keywords: Ultralytics, HUB, Inference API, Python, cURL, REST API, YOLO, image p
After you [train a model](./models.md#train-model), you can use the [Shared Inference API](#shared-inference-api) for free. If you are a [Pro](./pro.md) user, you can access the [Dedicated Inference API](#dedicated-inference-api). The [Ultralytics HUB](https://ultralytics.com/hub) Inference API allows you to run inference through our REST API without the need to install and set up the Ultralytics YOLO environment locally.
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Dedicated Inference API card and one to the Shared Inference API card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/inference-api/hub_inference_api_1.jpg)
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Dedicated Inference API card and one to the Shared Inference API card](https://github.com/ultralytics/docs/releases/download/0/hub-inference-api-card.avif)
<p align="center">
<iframe loading="lazy" width="720" height="405" src="https://www.youtube.com/embed/OpWpBI35A5Y"
@ -35,7 +35,7 @@ In response to high demand and widespread interest, we are thrilled to unveil th
To use the [Ultralytics HUB](https://ultralytics.com/hub) Dedicated Inference API, click on the **Start Endpoint** button. Next, use the unique endpoint URL as described in the guides below.
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Start Endpoint button in Dedicated Inference API card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/inference-api/hub_dedicated_inference_api_1.jpg)
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Start Endpoint button in Dedicated Inference API card](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-dedicated-inference-api.avif)
!!! tip "Tip"
@ -43,7 +43,7 @@ To use the [Ultralytics HUB](https://ultralytics.com/hub) Dedicated Inference AP
To shut down the dedicated endpoint, click on the **Stop Endpoint** button.
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Stop Endpoint button in Dedicated Inference API card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/inference-api/hub_dedicated_inference_api_2.jpg)
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Stop Endpoint button in Dedicated Inference API card](https://github.com/ultralytics/docs/releases/download/0/deploy-tab-model-page-stop-endpoint.avif)
## Shared Inference API

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@ -18,7 +18,7 @@ After a dataset is imported in [Ultralytics HUB](https://ultralytics.com/hub), y
You can easily filter the [Roboflow](https://roboflow.com/?ref=ultralytics) datasets on the [Ultralytics HUB](https://ultralytics.com/hub) [Datasets](https://hub.ultralytics.com/datasets) page.
![Ultralytics HUB screenshot of the Datasets page with Roboflow provider filter](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_1.jpg)
![Ultralytics HUB screenshot of the Datasets page with Roboflow provider filter](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-datasets-page-roboflow-filter.avif)
[Ultralytics HUB](https://ultralytics.com/hub) supports two types of integrations with [Roboflow](https://roboflow.com/?ref=ultralytics), [Universe](#universe) and [Workspace](#workspace).
@ -32,23 +32,23 @@ When you export a [Roboflow](https://roboflow.com/?ref=ultralytics) dataset, sel
You can import your [Roboflow](https://roboflow.com/?ref=ultralytics) dataset by clicking on the **Import** button.
![Ultralytics HUB screenshot of the Dataset Import dialog with an arrow pointing to the Import button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_universe_import_1.jpg)
![Ultralytics HUB screenshot of the Dataset Import dialog with an arrow pointing to the Import button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-dataset-import-dialog.avif)
Next, [train a model](./models.md#train-model) on your dataset.
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Universe dataset with an arrow pointing to the Train Model button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_universe_import_2.jpg)
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Universe dataset with an arrow pointing to the Train Model button](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-universe-import-2.avif)
##### Remove
Navigate to the Dataset page of the [Roboflow](https://roboflow.com/?ref=ultralytics) dataset you want to remove, open the dataset actions dropdown and click on the **Remove** option.
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Universe dataset with an arrow pointing to the Remove option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_universe_remove_1.jpg)
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Universe dataset with an arrow pointing to the Remove option](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-universe-remove.avif)
??? tip "Tip"
You can remove an imported [Roboflow](https://roboflow.com/?ref=ultralytics) dataset directly from the [Datasets](https://hub.ultralytics.com/datasets) page.
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Remove option of one of the Roboflow Universe datasets](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_remove_1.jpg)
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Remove option of one of the Roboflow Universe datasets](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-remove-option.avif)
#### Workspace
@ -64,33 +64,33 @@ Type your [Roboflow](https://roboflow.com/?ref=ultralytics) Workspace private AP
You can click on the **Get my API key** button which will redirect you to the settings of your [Roboflow](https://roboflow.com/?ref=ultralytics) Workspace from where you can obtain your private API key.
![Ultralytics HUB screenshot of the Integrations page with an arrow pointing to the Integrations button in the sidebar and one to the Add button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_workspace_import_1.jpg)
![Ultralytics HUB screenshot of the Integrations page with an arrow pointing to the Integrations button in the sidebar and one to the Add button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-integrations-page.avif)
This will connect your [Ultralytics HUB](https://ultralytics.com/hub) account with your [Roboflow](https://roboflow.com/?ref=ultralytics) Workspace and make your [Roboflow](https://roboflow.com/?ref=ultralytics) datasets available in [Ultralytics HUB](https://ultralytics.com/hub).
![Ultralytics HUB screenshot of the Integrations page with an arrow pointing to one of the connected workspaces](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_workspace_import_2.jpg)
![Ultralytics HUB screenshot of the Integrations page with an arrow pointing to one of the connected workspaces](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-workspace-import-2.avif)
Next, [train a model](./models.md#train-model) on your dataset.
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Workspace dataset with an arrow pointing to the Train Model button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_workspace_import_3.jpg)
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Workspace dataset with an arrow pointing to the Train Model button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-dataset-train-model.avif)
##### Remove
Navigate to the [Integrations](https://hub.ultralytics.com/settings?tab=integrations) page by clicking on the **Integrations** button in the sidebar and click on the **Unlink** button of the [Roboflow](https://roboflow.com/?ref=ultralytics) Workspace you want to remove.
![Ultralytics HUB screenshot of the Integrations page with an arrow pointing to the Integrations button in the sidebar and one to the Unlink button of one of the connected workspaces](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_workspace_remove_1.jpg)
![Ultralytics HUB screenshot of the Integrations page with an arrow pointing to the Integrations button in the sidebar and one to the Unlink button of one of the connected workspaces](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-workspace-remove-1.avif)
??? tip "Tip"
You can remove a connected [Roboflow](https://roboflow.com/?ref=ultralytics) Workspace directly from the Dataset page of one of the datasets from your [Roboflow](https://roboflow.com/?ref=ultralytics) Workspace.
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Workspace dataset with an arrow pointing to the remove option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_workspace_remove_2.jpg)
![Ultralytics HUB screenshot of the Dataset page of a Roboflow Workspace dataset with an arrow pointing to the remove option](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-workspace-remove-2.avif)
??? tip "Tip"
You can remove a connected [Roboflow](https://roboflow.com/?ref=ultralytics) Workspace directly from the [Datasets](https://hub.ultralytics.com/datasets) page.
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Remove option of one of the Roboflow Workspace datasets](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/integrations/hub_roboflow_remove_1.jpg)
![Ultralytics HUB screenshot of the Datasets page with an arrow pointing to the Remove option of one of the Roboflow Workspace datasets](https://github.com/ultralytics/docs/releases/download/0/hub-roboflow-remove-option.avif)
## Models
@ -98,7 +98,7 @@ Navigate to the [Integrations](https://hub.ultralytics.com/settings?tab=integrat
After you [train a model](./models.md#train-model), you can [export it](./models.md#deploy-model) to 13 different formats, including ONNX, OpenVINO, CoreML, TensorFlow, Paddle and many others.
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Export card and all formats exported](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_deploy_model_1.jpg)
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Export card and all formats exported](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-deploy-export-formats.avif)
The available export formats are presented in the table below.

View file

@ -24,13 +24,13 @@ The process is user-friendly and efficient, involving a simple three-step creati
Navigate to the [Models](https://hub.ultralytics.com/models) page by clicking on the **Models** button in the sidebar and click on the **Train Model** button on the top right of the page.
![Ultralytics HUB screenshot of the Models page with an arrow pointing to the Models button in the sidebar and one to the Train Model button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_2.jpg)
![Ultralytics HUB screenshot of the Models page with an arrow pointing to the Models button in the sidebar and one to the Train Model button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-page.avif)
??? tip "Tip"
You can train a model directly from the [Home](https://hub.ultralytics.com/home) page.
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Train Model card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_1.jpg)
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Train Model card](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-card.avif)
This action will trigger the **Train Model** dialog which has three simple steps:
@ -38,19 +38,19 @@ This action will trigger the **Train Model** dialog which has three simple steps
In this step, you have to select the dataset you want to train your model on. After you selected a dataset, click **Continue**.
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to a dataset and one to the Continue button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_3.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to a dataset and one to the Continue button](https://github.com/ultralytics/docs/releases/download/0/hub-train-model-dialog-dataset-step.avif)
??? tip "Tip"
You can skip this step if you train a model directly from the Dataset page.
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Train Model button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_9.jpg)
![Ultralytics HUB screenshot of the Dataset page with an arrow pointing to the Train Model button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-dataset-page-train-model-button.avif)
### 2. Model
In this step, you have to choose the project in which you want to create your model, the name of your model and your model's architecture.
![Ultralytics HUB screenshot of the Train Model dialog with arrows pointing to the project dropdown, model name and Continue button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_4.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with arrows pointing to the project dropdown, model name and Continue button](https://github.com/ultralytics/docs/releases/download/0/hub-train-model-dialog.avif)
??? note "Note"
@ -60,7 +60,7 @@ In this step, you have to choose the project in which you want to create your mo
If you opened the **Train Model** dialog from the Project page, [Ultralytics HUB](https://ultralytics.com/hub) will pre-select the project you were inside of.
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Train Model button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_create_project_5.jpg)
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Train Model button](https://github.com/ultralytics/docs/releases/download/0/hub-train-model-button.avif)
In case you don't have a project created yet, you can set the name of your project in this step and it will be created together with your model.
@ -70,7 +70,7 @@ In this step, you have to choose the project in which you want to create your mo
By default, your model will use a pre-trained model (trained on the [COCO](https://docs.ultralytics.com/datasets/detect/coco) dataset) to reduce training time. You can change this behavior and tweak your model's configuration by opening the **Advanced Model Configuration** accordion.
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Advanced Model Configuration accordion](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_5.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Advanced Model Configuration accordion](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-dialog-2.avif)
!!! note "Note"
@ -89,7 +89,7 @@ By default, your model will use a pre-trained model (trained on the [COCO](https
Alternatively, you start training from one of your previously trained models by clicking on the **Custom** tab.
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Custom tab](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_6.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Custom tab](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-dialog-3.avif)
When you're happy with your model configuration, click **Continue**.
@ -101,7 +101,7 @@ In this step, you will start training you model.
When you are on this step, you have the option to close the **Train Model** dialog and start training your model from the Model page later.
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Start Training card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/cloud-training/hub_cloud_training_train_model_2.jpg)
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Start Training card](https://github.com/ultralytics/docs/releases/download/0/hub-cloud-training-model-page-start-training.avif)
[Ultralytics HUB](https://ultralytics.com/hub) offers three training options:
@ -113,7 +113,7 @@ In this step, you will start training you model.
You need to [upgrade](./pro.md#upgrade) to the [Pro Plan](./pro.md) in order to access [Ultralytics Cloud](./cloud-training.md).
![Ultralytics HUB screenshot of the Train Model dialog](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_7.jpg)
![Ultralytics HUB screenshot of the Train Model dialog](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-dialog-4.avif)
To train models using our [Cloud Training](./cloud-training.md) solution, read the [Ultralytics Cloud Training](./cloud-training.md) documentation.
@ -125,19 +125,19 @@ To start training your model using [Google Colab](https://colab.research.google.
<img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab">
</a>
![Ultralytics HUB screenshot of the Train Model dialog with arrows pointing to instructions](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_8.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with arrows pointing to instructions](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-dialog-instructions.avif)
When the training starts, you can click **Done** and monitor the training progress on the Model page.
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Done button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_9.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Done button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-done-button.avif)
![Ultralytics HUB screenshot of the Model page of a model that is currently training](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_10.jpg)
![Ultralytics HUB screenshot of the Model page of a model that is currently training](https://github.com/ultralytics/docs/releases/download/0/hub-train-model-progress.avif)
!!! note "Note"
In case the training stops and a checkpoint was saved, you can resume training your model from the Model page.
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Resume Training card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_11.jpg)
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Resume Training card](https://github.com/ultralytics/docs/releases/download/0/hub-train-model-resume-training.avif)
#### c. Bring your own agent
@ -153,7 +153,7 @@ When the training starts, you can click **Done** and monitor the training progre
To start training your model using your own agent, follow the instructions shown in the [Ultralytics HUB](https://ultralytics.com/hub) **Train Model** dialog.
![Ultralytics HUB screenshot of the Train Model dialog with arrows pointing to instructions](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_12.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with arrows pointing to instructions](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-dialog-instructions-1.avif)
Install the `ultralytics` package from [PyPI](https://pypi.org/project/ultralytics).
@ -165,15 +165,15 @@ Next, use the Python code provided to start training the model.
When the training starts, you can click **Done** and monitor the training progress on the Model page.
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Done button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_13.jpg)
![Ultralytics HUB screenshot of the Train Model dialog with an arrow pointing to the Done button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-done-button-1.avif)
![Ultralytics HUB screenshot of the Model page of a model that is currently training](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_14.jpg)
![Ultralytics HUB screenshot of the Model page of a model that is currently training](https://github.com/ultralytics/docs/releases/download/0/model-training-progress.avif)
!!! note "Note"
In case the training stops and a checkpoint was saved, you can resume training your model from the Model page.
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Resume Training card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_15.jpg)
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Resume Training card](https://github.com/ultralytics/docs/releases/download/0/hub-train-model-resume-training-1.avif)
## Analyze Model
@ -181,23 +181,23 @@ After you [train a model](#train-model), you can analyze the model metrics.
The **Train** tab presents the most important metrics carefully grouped based on the task.
![Ultralytics HUB screenshot of the Model page of a trained model](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_analyze_model_1.jpg)
![Ultralytics HUB screenshot of the Model page of a trained model](https://github.com/ultralytics/docs/releases/download/0/hub-analyze-model.avif)
To access all model metrics, click on the **Charts** tab.
![Ultralytics HUB screenshot of the Preview tab inside the Model page with an arrow pointing to the Charts tab](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_analyze_model_2.jpg)
![Ultralytics HUB screenshot of the Preview tab inside the Model page with an arrow pointing to the Charts tab](https://github.com/ultralytics/docs/releases/download/0/hub-analyze-model-2.avif)
??? tip "Tip"
Each chart can be enlarged for better visualization.
![Ultralytics HUB screenshot of the Train tab inside the Model page with an arrow pointing to the expand icon of one of the charts](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_analyze_model_3.jpg)
![Ultralytics HUB screenshot of the Train tab inside the Model page with an arrow pointing to the expand icon of one of the charts](https://github.com/ultralytics/docs/releases/download/0/hub-analyze-model-train-tab-expand-icon.avif)
![Ultralytics HUB screenshot of the Train tab inside the Model page with one of the charts expanded](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_analyze_model_4.jpg)
![Ultralytics HUB screenshot of the Train tab inside the Model page with one of the charts expanded](https://github.com/ultralytics/docs/releases/download/0/hub-analyze-model-train-tab-expanded-chart.avif)
Furthermore, to properly analyze the data, you can utilize the zoom feature.
![Ultralytics HUB screenshot of the Train tab inside the Model page with one of the charts expanded and zoomed](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_analyze_model_5.jpg)
![Ultralytics HUB screenshot of the Train tab inside the Model page with one of the charts expanded and zoomed](https://github.com/ultralytics/docs/releases/download/0/hub-analyze-model-zoomed-chart.avif)
## Preview Model
@ -205,29 +205,29 @@ After you [train a model](#train-model), you can preview it by clicking on the *
In the **Test** card, you can select a preview image from the dataset used during training or upload an image from your device.
![Ultralytics HUB screenshot of the Preview tab inside the Model page with an arrow pointing to Charts tab and one to the Test card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_preview_model_1.jpg)
![Ultralytics HUB screenshot of the Preview tab inside the Model page with an arrow pointing to Charts tab and one to the Test card](https://github.com/ultralytics/docs/releases/download/0/hub-preview-model-charts-test-card.avif)
!!! note "Note"
You can also use your camera to take a picture and run inference on it directly.
![Ultralytics HUB screenshot of the Preview tab inside the Model page with an arrow pointing to Camera tab inside the Test card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_preview_model_2.jpg)
![Ultralytics HUB screenshot of the Preview tab inside the Model page with an arrow pointing to Camera tab inside the Test card](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-preview-camera-tab.avif)
Furthermore, you can preview your model in real-time directly on your [iOS](https://apps.apple.com/xk/app/ultralytics/id1583935240) or [Android](https://play.google.com/store/apps/details?id=com.ultralytics.ultralytics_app) mobile device by [downloading](https://ultralytics.com/app_install) our [Ultralytics HUB App](app/index.md).
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with arrow pointing to the Real-Time Preview card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_preview_model_3.jpg)
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with arrow pointing to the Real-Time Preview card](https://github.com/ultralytics/docs/releases/download/0/deploy-tab-real-time-preview-card.avif)
## Deploy Model
After you [train a model](#train-model), you can export it to 13 different formats, including ONNX, OpenVINO, CoreML, TensorFlow, Paddle and many others.
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Export card and all formats exported](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_deploy_model_1.jpg)
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Export card and all formats exported](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-deploy-export-formats.avif)
??? tip "Tip"
You can customize the export options of each format if you open the export actions dropdown and click on the **Advanced** option.
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Advanced option of one of the formats](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_deploy_model_2.jpg)
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Advanced option of one of the formats](https://github.com/ultralytics/docs/releases/download/0/hub-deploy-model-advanced-option.avif)
!!! note "Note"
@ -235,7 +235,7 @@ After you [train a model](#train-model), you can export it to 13 different forma
You can also use our [Inference API](./inference-api.md) in production.
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Ultralytics Inference API card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/inference-api/hub_inference_api_1.jpg)
![Ultralytics HUB screenshot of the Deploy tab inside the Model page with an arrow pointing to the Ultralytics Inference API card](https://github.com/ultralytics/docs/releases/download/0/hub-inference-api-card.avif)
Read the [Ultralytics Inference API](./inference-api.md) documentation for more information.
@ -253,17 +253,17 @@ Read the [Ultralytics Inference API](./inference-api.md) documentation for more
Navigate to the Model page of the model you want to share, open the model actions dropdown and click on the **Share** option. This action will trigger the **Share Model** dialog.
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Share option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_share_model_1.jpg)
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Share option](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-share-model.avif)
??? tip "Tip"
You can also share a model directly from the [Models](https://hub.ultralytics.com/models) page or from the Project page of the project where your model is located.
![Ultralytics HUB screenshot of the Models page with an arrow pointing to the Share option of one of the models](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_share_model_2.jpg)
![Ultralytics HUB screenshot of the Models page with an arrow pointing to the Share option of one of the models](https://github.com/ultralytics/docs/releases/download/0/hub-share-model-2.avif)
Set the general access to "Unlisted" and click **Save**.
![Ultralytics HUB screenshot of the Share Model dialog with an arrow pointing to the dropdown and one to the Save button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_share_model_3.jpg)
![Ultralytics HUB screenshot of the Share Model dialog with an arrow pointing to the dropdown and one to the Save button](https://github.com/ultralytics/docs/releases/download/0/hub-share-model-dialog.avif)
Now, anyone who has the direct link to your model can view it.
@ -271,38 +271,38 @@ Now, anyone who has the direct link to your model can view it.
You can easily click on the model's link shown in the **Share Model** dialog to copy it.
![Ultralytics HUB screenshot of the Share Model dialog with an arrow pointing to the model's link](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_share_model_4.jpg)
![Ultralytics HUB screenshot of the Share Model dialog with an arrow pointing to the model's link](https://github.com/ultralytics/docs/releases/download/0/hub-share-model-link.avif)
## Edit Model
Navigate to the Model page of the model you want to edit, open the model actions dropdown and click on the **Edit** option. This action will trigger the **Update Model** dialog.
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Edit option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_edit_model_1.jpg)
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Edit option](https://github.com/ultralytics/docs/releases/download/0/hub-edit-model-1.avif)
??? tip "Tip"
You can also edit a model directly from the [Models](https://hub.ultralytics.com/models) page or from the Project page of the project where your model is located.
![Ultralytics HUB screenshot of the Models page with an arrow pointing to the Edit option of one of the models](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_edit_model_2.jpg)
![Ultralytics HUB screenshot of the Models page with an arrow pointing to the Edit option of one of the models](https://github.com/ultralytics/docs/releases/download/0/hub-edit-model-2.avif)
Apply the desired modifications to your model and then confirm the changes by clicking **Save**.
![Ultralytics HUB screenshot of the Update Model dialog with an arrow pointing to the Save button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_edit_model_3.jpg)
![Ultralytics HUB screenshot of the Update Model dialog with an arrow pointing to the Save button](https://github.com/ultralytics/docs/releases/download/0/hub-edit-model-save-button.avif)
## Delete Model
Navigate to the Model page of the model you want to delete, open the model actions dropdown and click on the **Delete** option. This action will delete the model.
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Delete option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_delete_model_1.jpg)
![Ultralytics HUB screenshot of the Model page with an arrow pointing to the Delete option](https://github.com/ultralytics/docs/releases/download/0/hub-delete-model-1.avif)
??? tip "Tip"
You can also delete a model directly from the [Models](https://hub.ultralytics.com/models) page or from the Project page of the project where your model is located.
![Ultralytics HUB screenshot of the Models page with an arrow pointing to the Delete option of one of the models](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_delete_model_2.jpg)
![Ultralytics HUB screenshot of the Models page with an arrow pointing to the Delete option of one of the models](https://github.com/ultralytics/docs/releases/download/0/hub-delete-model-2.avif)
!!! note "Note"
If you change your mind, you can restore the model from the [Trash](https://hub.ultralytics.com/trash) page.
![Ultralytics HUB screenshot of the Trash page with an arrow pointing to the Restore option of one of the models](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_delete_model_3.jpg)
![Ultralytics HUB screenshot of the Trash page with an arrow pointing to the Restore option of one of the models](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-trash-restore-option.avif)

View file

@ -20,21 +20,21 @@ The Pro Plan provides early access to upcoming features and includes enhanced be
You can upgrade to the Pro Plan from the [Billing & License](https://hub.ultralytics.com/settings?tab=billing) tab on the [Settings](https://hub.ultralytics.com/settings) page by clicking on the **Upgrade** button.
![Ultralytics HUB screenshot of the Settings page Billing & License tab with an arrow pointing to the Upgrade button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/pro/hub_pro_upgrade_1.jpg)
![Ultralytics HUB screenshot of the Settings page Billing & License tab with an arrow pointing to the Upgrade button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-settings-upgrade-button.avif)
Next, select the Pro Plan.
![Ultralytics HUB screenshot of the Upgrade dialog with an arrow pointing to the Select Plan button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/pro/hub_pro_upgrade_2.jpg)
![Ultralytics HUB screenshot of the Upgrade dialog with an arrow pointing to the Select Plan button](https://github.com/ultralytics/docs/releases/download/0/hub-pro-upgrade-select-plan.avif)
!!! tip "Tip"
You can save 20% if you choose the annual Pro Plan.
![Ultralytics HUB screenshot of the Upgrade dialog with an arrow pointing to the Save 20% toggle and one to the Select Plan button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/pro/hub_pro_upgrade_3.jpg)
![Ultralytics HUB screenshot of the Upgrade dialog with an arrow pointing to the Save 20% toggle and one to the Select Plan button](https://github.com/ultralytics/docs/releases/download/0/hub-pro-upgrade-save-20-toggle.avif)
Fill in your details during the checkout.
![Ultralytics HUB screenshot of the Checkout with an arrow pointing to the checkbox for saving the payment information for future purchases](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/pro/hub_pro_upgrade_4.jpg)
![Ultralytics HUB screenshot of the Checkout with an arrow pointing to the checkbox for saving the payment information for future purchases](https://github.com/ultralytics/docs/releases/download/0/hub-pro-upgrade-save-payment-info.avif)
!!! tip "Tip"
@ -42,7 +42,7 @@ Fill in your details during the checkout.
That's it!
![Ultralytics HUB screenshot of the Payment Successful dialog](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/pro/hub_pro_upgrade_5.jpg)
![Ultralytics HUB screenshot of the Payment Successful dialog](https://github.com/ultralytics/docs/releases/download/0/payment-successful-dialog.avif)
## Account Balance
@ -50,12 +50,12 @@ The account balance is used to pay for [Ultralytics Cloud Training](./cloud-trai
In order to top up your account balance, simply click on the **Top-Up** button.
![Ultralytics HUB screenshot of the Settings page Billing & License tab with an arrow pointing to the Top-Up button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/pro/hub_pro_account_balance_1.jpg)
![Ultralytics HUB screenshot of the Settings page Billing & License tab with an arrow pointing to the Top-Up button](https://github.com/ultralytics/docs/releases/download/0/hub-pro-account-balance-top-up-button.avif)
Next, set the amount you want to top-up.
![Ultralytics HUB screenshot of the Checkout with an arrow pointing to the Change amount button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/pro/hub_pro_account_balance_2.jpg)
![Ultralytics HUB screenshot of the Checkout with an arrow pointing to the Change amount button](https://github.com/ultralytics/docs/releases/download/0/hub-pro-account-balance-change-amount.avif)
That's it!
![Ultralytics HUB screenshot of the Payment Successful dialog](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/pro/hub_pro_account_balance_3.jpg)
![Ultralytics HUB screenshot of the Payment Successful dialog](https://github.com/ultralytics/docs/releases/download/0/payment-successful-dialog-1.avif)

View file

@ -24,13 +24,13 @@ This creates a unified and organized workspace that facilitates easier model man
Navigate to the [Projects](https://hub.ultralytics.com/projects) page by clicking on the **Projects** button in the sidebar and click on the **Create Project** button on the top right of the page.
![Ultralytics HUB screenshot of the Projects page with an arrow pointing to the Projects button in the sidebar and one to the Create Project button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_create_project_2.jpg)
![Ultralytics HUB screenshot of the Projects page with an arrow pointing to the Projects button in the sidebar and one to the Create Project button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-create-project-page.avif)
??? tip "Tip"
You can create a project directly from the [Home](https://hub.ultralytics.com/home) page.
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Create Project card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_create_project_1.jpg)
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Create Project card](https://github.com/ultralytics/docs/releases/download/0/hub-create-project-card.avif)
This action will trigger the **Create Project** dialog, opening up a suite of options for tailoring your project to your needs.
@ -40,15 +40,15 @@ You have the additional option to enrich your project with a description and a u
When you're happy with your project configuration, click **Create**.
![Ultralytics HUB screenshot of the Create Project dialog with an arrow pointing to the Create button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_create_project_3.jpg)
![Ultralytics HUB screenshot of the Create Project dialog with an arrow pointing to the Create button](https://github.com/ultralytics/docs/releases/download/0/hub-create-project-dialog.avif)
After your project is created, you will be able to access it from the [Projects](https://hub.ultralytics.com/projects) page.
![Ultralytics HUB screenshot of the Projects page with an arrow pointing to one of the projects](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_create_project_4.jpg)
![Ultralytics HUB screenshot of the Projects page with an arrow pointing to one of the projects](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-projects-page.avif)
Next, [train a model](./models.md#train-model) inside your project.
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Train Model button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_create_project_5.jpg)
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Train Model button](https://github.com/ultralytics/docs/releases/download/0/hub-train-model-button.avif)
## Share Project
@ -64,17 +64,17 @@ Next, [train a model](./models.md#train-model) inside your project.
Navigate to the Project page of the project you want to share, open the project actions dropdown and click on the **Share** option. This action will trigger the **Share Project** dialog.
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Share option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_share_project_1.jpg)
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Share option](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-share-project-dialog.avif)
??? tip "Tip"
You can share a project directly from the [Projects](https://hub.ultralytics.com/projects) page.
![Ultralytics HUB screenshot of the Projects page with an arrow pointing to the Share option of one of the projects](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_share_project_2.jpg)
![Ultralytics HUB screenshot of the Projects page with an arrow pointing to the Share option of one of the projects](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-share-project-option.avif)
Set the general access to "Unlisted" and click **Save**.
![Ultralytics HUB screenshot of the Share Project dialog with an arrow pointing to the dropdown and one to the Save button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_share_project_3.jpg)
![Ultralytics HUB screenshot of the Share Project dialog with an arrow pointing to the dropdown and one to the Save button](https://github.com/ultralytics/docs/releases/download/0/hub-share-project-dialog.avif)
!!! Warning "Warning"
@ -86,35 +86,35 @@ Now, anyone who has the direct link to your project can view it.
You can easily click on the project's link shown in the **Share Project** dialog to copy it.
![Ultralytics HUB screenshot of the Share Project dialog with an arrow pointing to the project's link](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_share_project_4.jpg)
![Ultralytics HUB screenshot of the Share Project dialog with an arrow pointing to the project's link](https://github.com/ultralytics/docs/releases/download/0/hub-share-project-dialog-arrow.avif)
## Edit Project
Navigate to the Project page of the project you want to edit, open the project actions dropdown and click on the **Edit** option. This action will trigger the **Update Project** dialog.
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Edit option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_edit_project_1.jpg)
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Edit option](https://github.com/ultralytics/docs/releases/download/0/hub-edit-project-1.avif)
??? tip "Tip"
You can edit a project directly from the [Projects](https://hub.ultralytics.com/projects) page.
![Ultralytics HUB screenshot of the Projects page with an arrow pointing to the Edit option of one of the projects](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_edit_project_2.jpg)
![Ultralytics HUB screenshot of the Projects page with an arrow pointing to the Edit option of one of the projects](https://github.com/ultralytics/docs/releases/download/0/hub-edit-project-2.avif)
Apply the desired modifications to your project and then confirm the changes by clicking **Save**.
![Ultralytics HUB screenshot of the Update Project dialog with an arrow pointing to the Save button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_edit_project_3.jpg)
![Ultralytics HUB screenshot of the Update Project dialog with an arrow pointing to the Save button](https://github.com/ultralytics/docs/releases/download/0/hub-edit-project-save-button.avif)
## Delete Project
Navigate to the Project page of the project you want to delete, open the project actions dropdown and click on the **Delete** option. This action will delete the project.
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Delete option](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_delete_project_1.jpg)
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Delete option](https://github.com/ultralytics/docs/releases/download/0/hub-delete-project-option.avif)
??? tip "Tip"
You can delete a project directly from the [Projects](https://hub.ultralytics.com/projects) page.
![Ultralytics HUB screenshot of the Projects page with an arrow pointing to the Delete option of one of the projects](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_delete_project_2.jpg)
![Ultralytics HUB screenshot of the Projects page with an arrow pointing to the Delete option of one of the projects](https://github.com/ultralytics/docs/releases/download/0/hub-delete-project-option-1.avif)
!!! Warning "Warning"
@ -124,35 +124,35 @@ Navigate to the Project page of the project you want to delete, open the project
If you change your mind, you can restore the project from the [Trash](https://hub.ultralytics.com/trash) page.
![Ultralytics HUB screenshot of the Trash page with an arrow pointing to Trash button in the sidebar and one to the Restore option of one of the projects](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_delete_project_3.jpg)
![Ultralytics HUB screenshot of the Trash page with an arrow pointing to Trash button in the sidebar and one to the Restore option of one of the projects](https://github.com/ultralytics/docs/releases/download/0/hub-delete-project-restore-option.avif)
## Compare Models
Navigate to the Project page of the project where the models you want to compare are located. To use the model comparison feature, click on the **Charts** tab.
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Charts tab](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_compare_models_1.jpg)
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Charts tab](https://github.com/ultralytics/docs/releases/download/0/hub-compare-models-1.avif)
This will display all the relevant charts. Each chart corresponds to a different metric and contains the performance of each model for that metric. The models are represented by different colors, and you can hover over each data point to get more information.
![Ultralytics HUB screenshot of the Charts tab inside the Project page](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_compare_models_2.jpg)
![Ultralytics HUB screenshot of the Charts tab inside the Project page](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-charts-tab.avif)
??? tip "Tip"
Each chart can be enlarged for better visualization.
![Ultralytics HUB screenshot of the Charts tab inside the Project page with an arrow pointing to the expand icon](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_compare_models_3.jpg)
![Ultralytics HUB screenshot of the Charts tab inside the Project page with an arrow pointing to the expand icon](https://github.com/ultralytics/docs/releases/download/0/hub-compare-models-expand-icon.avif)
![Ultralytics HUB screenshot of the Charts tab inside the Project page with one of the charts expanded](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_compare_models_4.jpg)
![Ultralytics HUB screenshot of the Charts tab inside the Project page with one of the charts expanded](https://github.com/ultralytics/docs/releases/download/0/hub-compare-models-expanded-chart.avif)
Furthermore, to properly analyze the data, you can utilize the zoom feature.
![Ultralytics HUB screenshot of the Charts tab inside the Project page with one of the charts expanded and zoomed](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_compare_models_5.jpg)
![Ultralytics HUB screenshot of the Charts tab inside the Project page with one of the charts expanded and zoomed](https://github.com/ultralytics/docs/releases/download/0/hub-charts-tab-expanded-zoomed.avif)
??? tip "Tip"
You have the flexibility to customize your view by selectively hiding certain models. This feature allows you to concentrate on the models of interest.
![Ultralytics HUB screenshot of the Charts tab inside the Project page with an arrow pointing to the hide/unhide icon of one of the model](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_compare_models_6.jpg)
![Ultralytics HUB screenshot of the Charts tab inside the Project page with an arrow pointing to the hide/unhide icon of one of the model](https://github.com/ultralytics/docs/releases/download/0/hub-compare-models-hide-icon.avif)
## Reorder Models
@ -162,20 +162,20 @@ This will display all the relevant charts. Each chart corresponds to a different
Navigate to the Project page of the project where the models you want to reorder are located. Click on the designated reorder icon of the model you want to move and drag it to the desired location.
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the reorder icon](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_reorder_models_1.jpg)
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the reorder icon](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-reorder-models.avif)
## Transfer Models
Navigate to the Project page of the project where the model you want to mode is located, open the project actions dropdown and click on the **Transfer** option. This action will trigger the **Transfer Model** dialog.
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Transfer option of one of the models](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_transfer_models_1.jpg)
![Ultralytics HUB screenshot of the Project page with an arrow pointing to the Transfer option of one of the models](https://github.com/ultralytics/docs/releases/download/0/hub-transfer-models-1.avif)
??? tip "Tip"
You can also transfer a model directly from the [Models](https://hub.ultralytics.com/models) page.
![Ultralytics HUB screenshot of the Models page with an arrow pointing to the Transfer option of one of the models](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_transfer_models_2.jpg)
![Ultralytics HUB screenshot of the Models page with an arrow pointing to the Transfer option of one of the models](https://github.com/ultralytics/docs/releases/download/0/hub-transfer-models-2.avif)
Select the project you want to transfer the model to and click **Save**.
![Ultralytics HUB screenshot of the Transfer Model dialog with an arrow pointing to the dropdown and one to the Save button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_transfer_models_3.jpg)
![Ultralytics HUB screenshot of the Transfer Model dialog with an arrow pointing to the dropdown and one to the Save button](https://github.com/ultralytics/docs/releases/download/0/hub-transfer-models-dialog.avif)

View file

@ -22,17 +22,17 @@ keywords: Ultralytics HUB, Quickstart, YOLO models, dataset upload, project mana
[Ultralytics HUB](https://ultralytics.com/hub) offers a variety easy of signup options. You can register and log in using your Google, Apple, or GitHub accounts, or simply with your email address.
![Ultralytics HUB screenshot of the Signup page](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/quickstart/hub_get_started_1.jpg)
![Ultralytics HUB screenshot of the Signup page](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-signup-page.avif)
During the signup, you will be asked to complete your profile.
![Ultralytics HUB screenshot of the Signup page profile form](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/quickstart/hub_get_started_2.jpg)
![Ultralytics HUB screenshot of the Signup page profile form](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-signup-profile-form.avif)
??? tip "Tip"
You can update your profile from the [Account](https://hub.ultralytics.com/settings?tab=account) tab on the [Settings](https://hub.ultralytics.com/settings) page.
![Ultralytics HUB screenshot of the Settings page Account tab with an arrow pointing to the Profile card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/quickstart/hub_get_started_3.jpg)
![Ultralytics HUB screenshot of the Settings page Account tab with an arrow pointing to the Profile card](https://github.com/ultralytics/docs/releases/download/0/hub-settings-account-profile.avif)
## Home
@ -40,19 +40,19 @@ After signing in, you will be directed to the [Home](https://hub.ultralytics.com
The sidebar conveniently offers links to important modules of the platform, such as [Datasets](https://hub.ultralytics.com/datasets), [Projects](https://hub.ultralytics.com/projects), and [Models](https://hub.ultralytics.com/models).
![Ultralytics HUB screenshot of the Home page](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/quickstart/hub_home.jpg)
![Ultralytics HUB screenshot of the Home page](https://github.com/ultralytics/docs/releases/download/0/hub-home.avif)
### Recent
You can easily search globally or directly access your last updated [Datasets](https://hub.ultralytics.com/datasets), [Projects](https://hub.ultralytics.com/projects), or [Models](https://hub.ultralytics.com/models) using the Recent card on the [Home](https://hub.ultralytics.com/home) page.
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Recent card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/quickstart/hub_recent.jpg)
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Recent card](https://github.com/ultralytics/docs/releases/download/0/hub-recent-card.avif)
### Upload Dataset
You can upload a dataset directly from the [Home](https://hub.ultralytics.com/home) page.
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Upload Dataset card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/datasets/hub_upload_dataset_1.jpg)
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Upload Dataset card](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-upload-dataset-card.avif)
Read more about [datasets](https://docs.ultralytics.com/hub/datasets).
@ -60,7 +60,7 @@ Read more about [datasets](https://docs.ultralytics.com/hub/datasets).
You can create a project directly from the [Home](https://hub.ultralytics.com/home) page.
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Create Project card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/projects/hub_create_project_1.jpg)
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Create Project card](https://github.com/ultralytics/docs/releases/download/0/hub-create-project-card.avif)
Read more about [projects](https://docs.ultralytics.com/hub/projects).
@ -68,7 +68,7 @@ Read more about [projects](https://docs.ultralytics.com/hub/projects).
You can train a model directly from the [Home](https://hub.ultralytics.com/home) page.
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Train Model card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/models/hub_train_model_1.jpg)
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Train Model card](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-train-model-card.avif)
Read more about [models](https://docs.ultralytics.com/hub/models).
@ -76,9 +76,9 @@ Read more about [models](https://docs.ultralytics.com/hub/models).
We value your feedback! Feel free to leave a review at any time.
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Feedback button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/quickstart/hub_feedback_1.jpg)
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the Feedback button](https://github.com/ultralytics/docs/releases/download/0/hub-feedback-button.avif)
![Ultralytics HUB screenshot of the Feedback dialog](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/quickstart/hub_feedback_2.jpg)
![Ultralytics HUB screenshot of the Feedback dialog](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-feedback-dialog.avif)
??? info "Info"
@ -94,7 +94,7 @@ You can report a bug, request a feature, or ask a question on <a href="https://g
When reporting a bug, please include your Environment Details from the [Support](https://hub.ultralytics.com/support) page.
![Ultralytics HUB screenshot of the Support page with an arrow pointing to Support button in the sidebar and one to the Copy Environment Details button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/quickstart/hub_support.jpg)
![Ultralytics HUB screenshot of the Support page with an arrow pointing to Support button in the sidebar and one to the Copy Environment Details button](https://github.com/ultralytics/docs/releases/download/0/hub-support-page.avif)
??? tip "Tip"

View file

@ -20,11 +20,11 @@ Here, you'll learn how to manage team members, share resources seamlessly, and c
You need to [upgrade](./pro.md#upgrade) to the [Pro Plan](./pro.md) in order to create a team.
![Ultralytics HUB screenshot of the Settings page Teams tab with an arrow pointing to the Upgrade button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_create_team_1.jpg)
![Ultralytics HUB screenshot of the Settings page Teams tab with an arrow pointing to the Upgrade button](https://github.com/ultralytics/docs/releases/download/0/hub-create-team-settings-page.avif)
Navigate to the [Teams](https://hub.ultralytics.com/settings?tab=teams) page by clicking on the **Teams** tab in the [Settings](https://hub.ultralytics.com/settings) page and click on the **Create Team** button.
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to the Create Team button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_create_team_2.jpg)
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to the Create Team button](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-create-team-button.avif)
This action will trigger the **Create Team** dialog.
@ -34,27 +34,27 @@ You have the additional option to enrich your team with a description and a uniq
When you're happy with your team configuration, click **Create**.
![Ultralytics HUB screenshot of the Create Team dialog with an arrow pointing to the Create button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_create_team_3.jpg)
![Ultralytics HUB screenshot of the Create Team dialog with an arrow pointing to the Create button](https://github.com/ultralytics/docs/releases/download/0/hub-create-team-dialog.avif)
After your team is created, you will be able to access it from the [Teams](https://hub.ultralytics.com/settings?tab=teams) page.
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to one of the teams](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_create_team_4.jpg)
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to one of the teams](https://github.com/ultralytics/docs/releases/download/0/hub-teams-page-arrow-pointing-to-team.avif)
## Edit Team
Navigate to the [Teams](https://hub.ultralytics.com/settings?tab=teams) page, open the team actions dropdown of team you want to edit and click on the **Edit** option. This action will trigger the **Update Team** dialog.
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to the Edit option of one of the teams](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_edit_team_1.jpg)
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to the Edit option of one of the teams](https://github.com/ultralytics/docs/releases/download/0/hub-edit-team-1.avif)
Apply the desired modifications to your team and then confirm the changes by clicking **Save**.
![Ultralytics HUB screenshot of the Update Team dialog with an arrow pointing to the Save button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_edit_team_2.jpg)
![Ultralytics HUB screenshot of the Update Team dialog with an arrow pointing to the Save button](https://github.com/ultralytics/docs/releases/download/0/hub-update-team-save-button.avif)
## Delete Team
Navigate to the [Teams](https://hub.ultralytics.com/settings?tab=teams) page, open the team actions dropdown of team you want to delete and click on the **Delete** option.
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to the Delete option of one of the teams](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_delete_team_1.jpg)
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to the Delete option of one of the teams](https://github.com/ultralytics/docs/releases/download/0/hub-delete-team-option.avif)
!!! Warning "Warning"
@ -64,23 +64,23 @@ Navigate to the [Teams](https://hub.ultralytics.com/settings?tab=teams) page, op
Navigate to the Team page of the team to which you want to add a new member and click on the **Invite Member** button. This action will trigger the **Invite Member** dialog.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Invite Member button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_invite_member_1.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Invite Member button](https://github.com/ultralytics/docs/releases/download/0/hub-invite-member-button.avif)
Type the email and select the role of the new member and click **Invite**.
![Ultralytics HUB screenshot of the Invite Member dialog with an arrow pointing to the Invite button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_invite_member_2.jpg)
![Ultralytics HUB screenshot of the Invite Member dialog with an arrow pointing to the Invite button](https://github.com/ultralytics/docs/releases/download/0/hub-invite-member-dialog.avif)
![Ultralytics HUB screenshot of the Team page with a new member invited](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_invite_member_3.jpg)
![Ultralytics HUB screenshot of the Team page with a new member invited](https://github.com/ultralytics/docs/releases/download/0/hub-invite-member-3.avif)
??? tip "Tip"
You can cancel the invite before the new member accepts it.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Cancel Invite option of one of the members](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_invite_member_4.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Cancel Invite option of one of the members](https://github.com/ultralytics/docs/releases/download/0/hub-invite-member-cancel-invite.avif)
The **Pending** status disappears after the new member accepts the invite.
![Ultralytics HUB screenshot of the Team page with two members](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_invite_member_5.jpg)
![Ultralytics HUB screenshot of the Team page with two members](https://github.com/ultralytics/docs/releases/download/0/team-page-two-members.avif)
??? tip "Tip"
@ -88,7 +88,7 @@ The **Pending** status disappears after the new member accepts the invite.
The **Admin** role allows inviting and removing members, as well as removing shared datasets or projects.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Change Role option of one of the members](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_invite_member_6.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Change Role option of one of the members](https://github.com/ultralytics/docs/releases/download/0/hub-invite-member-change-role.avif)
### Seats
@ -102,13 +102,13 @@ When you remove a unique member from the last team they are a member of, the num
You can see the number of seats on the [Teams](https://hub.ultralytics.com/settings?tab=teams) page.
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to the number of seats](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_invite_member_7.jpg)
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to the number of seats](https://github.com/ultralytics/docs/releases/download/0/ultralytics-hub-teams-number-of-seats.avif)
## Remove Member
Navigate to the Team page of the team from which you want to remove a member, open the member actions dropdown, and click on the **Remove** option.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Remove option of one of the members](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_remove_member_1.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Remove option of one of the members](https://github.com/ultralytics/docs/releases/download/0/hub-remove-member.avif)
## Join Team
@ -116,76 +116,76 @@ When you are invited to a team, you receive an in-app notification.
You can view your notifications by clicking on the **View** button on the **Notifications** card on the [Home](https://hub.ultralytics.com/home) page.
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the View button on the Notifications card](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_join_team_1.jpg)
![Ultralytics HUB screenshot of the Home page with an arrow pointing to the View button on the Notifications card](https://github.com/ultralytics/docs/releases/download/0/hub-join-team-1.avif)
Alternatively, you can view your notifications by accessing the [Notifications](https://hub.ultralytics.com/notifications) page directly.
![Ultralytics HUB screenshot of the Notifications page with an arrow pointing to one of the notifications](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_join_team_2.jpg)
![Ultralytics HUB screenshot of the Notifications page with an arrow pointing to one of the notifications](https://github.com/ultralytics/docs/releases/download/0/notifications-page-arrow.avif)
You can decide whether to join the team on the Team page of the team to which you were invited.
If you want to join the team, click on the **Join Team** button.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Join Team button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_join_team_3.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Join Team button](https://github.com/ultralytics/docs/releases/download/0/hub-join-team-button.avif)
If you don't want to join the team, click on the **Reject Invitation** button.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Reject Invitation button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_join_team_4.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Reject Invitation button](https://github.com/ultralytics/docs/releases/download/0/hub-join-team-reject-invitation.avif)
??? tip "Tip"
You can join the team directly from the [Teams](https://hub.ultralytics.com/settings?tab=teams) page.
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to the Join Team button of one of the teams](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_join_team_5.jpg)
![Ultralytics HUB screenshot of the Teams page with an arrow pointing to the Join Team button of one of the teams](https://github.com/ultralytics/docs/releases/download/0/hub-join-team-button-1.avif)
## Leave Team
Navigate to the Team page of the team you want to leave and click on the **Leave Team** button.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Leave Team button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_leave_team_1.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Leave Team button](https://github.com/ultralytics/docs/releases/download/0/hub-leave-team-1.avif)
## Share Dataset
Navigate to the Team page of the team you want to share your dataset with and click on the **Add Dataset** button.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Add Dataset button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_share_dataset_1.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Add Dataset button](https://github.com/ultralytics/docs/releases/download/0/hub-share-dataset-button.avif)
Select the dataset you want to share with your team and click on the **Add** button.
![Ultralytics HUB screenshot of the Add Dataset to Team dialog with an arrow pointing to the Add button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_share_dataset_2.jpg)
![Ultralytics HUB screenshot of the Add Dataset to Team dialog with an arrow pointing to the Add button](https://github.com/ultralytics/docs/releases/download/0/hub-share-dataset-add-button.avif)
That's it! Your team now has access to your dataset.
![Ultralytics HUB screenshot of the Team page with a dataset shared](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_share_dataset_3.jpg)
![Ultralytics HUB screenshot of the Team page with a dataset shared](https://github.com/ultralytics/docs/releases/download/0/hub-share-dataset-team-page.avif)
??? tip "Tip"
As a team owner or team admin, you can remove a shared dataset.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Remove option of one of the datasets shared](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_share_dataset_4.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Remove option of one of the datasets shared](https://github.com/ultralytics/docs/releases/download/0/hub-share-dataset-remove-option.avif)
## Share Project
Navigate to the Team page of the team you want to share your project with and click on the **Add Project** button.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Add Project button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_share_project_1.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Add Project button](https://github.com/ultralytics/docs/releases/download/0/hub-share-project-button.avif)
Select the project you want to share with your team and click on the **Add** button.
![Ultralytics HUB screenshot of the Add Project to Team dialog with an arrow pointing to the Add button](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_share_project_2.jpg)
![Ultralytics HUB screenshot of the Add Project to Team dialog with an arrow pointing to the Add button](https://github.com/ultralytics/docs/releases/download/0/hub-share-project-add-button.avif)
That's it! Your team now has access to your project.
![Ultralytics HUB screenshot of the Team page with a project shared](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_share_project_3.jpg)
![Ultralytics HUB screenshot of the Team page with a project shared](https://github.com/ultralytics/docs/releases/download/0/team-page-project-shared.avif)
??? tip "Tip"
As a team owner or team admin, you can remove a shared project.
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Remove option of one of the projects shared](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_share_project_4.jpg)
![Ultralytics HUB screenshot of the Team page with an arrow pointing to the Remove option of one of the projects shared](https://github.com/ultralytics/docs/releases/download/0/hub-share-project-remove-option.avif)
!!! note "Note"
When you share a project with your team, all models inside the project are shared as well.
![Ultralytics HUB screenshot of the Team page with a model shared](https://raw.githubusercontent.com/ultralytics/assets/main/docs/hub/teams/hub_share_project_5.jpg)
![Ultralytics HUB screenshot of the Team page with a model shared](https://github.com/ultralytics/docs/releases/download/0/hub-share-project-team-model.avif)