HongChuang/ultralytics-ascend
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity Actions 3

Engine Model and Results Docs improvements (#14564)

Browse source 
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Felipe Parodi <fparodi@pennmedicine.upenn.edu>
This commit is contained in:
Glenn Jocher 2024-07-21 20:14:49 +02:00 • committed by GitHub
parent e59376b55f
commit 291883a23f
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
123 changed files with 3789 additions and 1368 deletions
Download patch file Download diff file Expand all files Collapse all files

2
docs/en/reference/models/fastsam/model.md
View file

@ -9,7 +9,7 @@ keywords: FastSAM, Ultralytics, model interface, YOLO, deep learning, machine le
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/fastsam/model.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.fastsam.model.FastSAM

2
docs/en/reference/models/fastsam/predict.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, Fast SAM Predictor, YOLO, segmentation, prediction, AI mo
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/fastsam/predict.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.fastsam.predict.FastSAMPredictor

2
docs/en/reference/models/fastsam/prompt.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, FastSAM, image annotation, image visualization, FastSAMPr
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/prompt.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/prompt.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/fastsam/prompt.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.fastsam.prompt.FastSAMPrompt

4
docs/en/reference/models/fastsam/utils.md
View file

@ -9,11 +9,11 @@ keywords: FastSAM, bounding boxes, IoU, Ultralytics, image processing, computer
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/utils.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/utils.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/fastsam/utils.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.fastsam.utils.adjust_bboxes_to_image_border
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.fastsam.utils.bbox_iou

2
docs/en/reference/models/fastsam/val.md
View file

@ -9,7 +9,7 @@ keywords: FastSAM Validator, Ultralytics, YOLO, segmentation, validation, metric
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/fastsam/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/fastsam/val.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.fastsam.val.FastSAMValidator

2
docs/en/reference/models/nas/model.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, YOLO-NAS, object detection, pre-trained models, mac
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/nas/model.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.nas.model.NAS

2
docs/en/reference/models/nas/predict.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, NASPredictor, object detection, machine learning, A
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/nas/predict.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.nas.predict.NASPredictor

2
docs/en/reference/models/nas/val.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, NASValidator, object detection, non-maximum suppres
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/nas/val.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.nas.val.NASValidator

2
docs/en/reference/models/rtdetr/model.md
View file

@ -9,7 +9,7 @@ keywords: RT-DETR, real-time object detection, Vision Transformer, Ultralytics,
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/rtdetr/model.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.rtdetr.model.RTDETR

2
docs/en/reference/models/rtdetr/predict.md
View file

@ -9,7 +9,7 @@ keywords: RTDETRPredictor, Ultralytics, Real-Time Detection Transformer, object
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/rtdetr/predict.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.rtdetr.predict.RTDETRPredictor

2
docs/en/reference/models/rtdetr/train.md
View file

@ -9,7 +9,7 @@ keywords: RTDETRTrainer, real-time object detection, Vision Transformers, YOLO,
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/rtdetr/train.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.rtdetr.train.RTDETRTrainer

4
docs/en/reference/models/rtdetr/val.md
View file

@ -9,11 +9,11 @@ keywords: RTDETR, Ultralytics, object detection, tracking, YOLO, RTDETRDataset,
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/rtdetr/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/rtdetr/val.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.rtdetr.val.RTDETRDataset
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.rtdetr.val.RTDETRValidator

22
docs/en/reference/models/sam/amg.md
View file

@ -9,47 +9,47 @@ keywords: Ultralytics, SAM, AMG, API Reference, models, mask stability, crop box
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/amg.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/amg.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/amg.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.sam.amg.is_box_near_crop_edge
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.amg.batch_iterator
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.amg.calculate_stability_score
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.amg.build_point_grid
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.amg.build_all_layer_point_grids
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.amg.generate_crop_boxes
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.amg.uncrop_boxes_xyxy
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.amg.uncrop_points
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.amg.uncrop_masks
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.amg.remove_small_regions
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.amg.batched_mask_to_box

12
docs/en/reference/models/sam/build.md
View file

@ -9,27 +9,27 @@ keywords: Ultralytics, SAM model, Segment Anything Model, SAM ViT, Mobile-SAM, m
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/build.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/build.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/build.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.sam.build.build_sam_vit_h
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.build.build_sam_vit_l
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.build.build_sam_vit_b
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.build.build_mobile_sam
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.build._build_sam
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.build.build_sam

2
docs/en/reference/models/sam/model.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, SAM, Segment Anything Model, image segmentation, real-tim
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/model.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.sam.model.SAM

4
docs/en/reference/models/sam/modules/decoders.md
View file

@ -9,11 +9,11 @@ keywords: Ultralytics, MaskDecoder, MLP, machine learning, transformer architect
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/decoders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/decoders.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/decoders.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.sam.modules.decoders.MaskDecoder
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.decoders.MLP

20
docs/en/reference/models/sam/modules/encoders.md
View file

@ -9,43 +9,43 @@ keywords: Ultralytics, SAM encoder, ImageEncoderViT, PromptEncoder, PositionEmbe
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/encoders.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/encoders.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/encoders.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.sam.modules.encoders.ImageEncoderViT
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.encoders.PromptEncoder
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.encoders.PositionEmbeddingRandom
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.encoders.Block
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.encoders.Attention
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.encoders.PatchEmbed
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.encoders.window_partition
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.encoders.window_unpartition
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.encoders.get_rel_pos
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.encoders.add_decomposed_rel_pos

2
docs/en/reference/models/sam/modules/sam.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, Sam Module, object segmentation, image encoder, mask deco
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/sam.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/sam.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/sam.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.sam.modules.sam.Sam

22
docs/en/reference/models/sam/modules/tiny_encoder.md
View file

@ -9,47 +9,47 @@ keywords: Ultralytics, TinyViT, Conv2d_BN, PatchEmbed, MBConv, Attention, PyTorc
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/tiny_encoder.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/tiny_encoder.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/tiny_encoder.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.sam.modules.tiny_encoder.Conv2d_BN
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.tiny_encoder.PatchEmbed
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.tiny_encoder.MBConv
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.tiny_encoder.PatchMerging
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.tiny_encoder.ConvLayer
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.tiny_encoder.Mlp
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.tiny_encoder.Attention
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViTBlock
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.tiny_encoder.BasicLayer
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.tiny_encoder.LayerNorm2d
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.tiny_encoder.TinyViT

6
docs/en/reference/models/sam/modules/transformer.md
View file

@ -9,15 +9,15 @@ keywords: Ultralytics, TwoWayTransformer, module, deep learning, transformer, ob
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/transformer.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/modules/transformer.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/modules/transformer.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.sam.modules.transformer.TwoWayTransformer
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.transformer.TwoWayAttentionBlock
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.sam.modules.transformer.Attention

2
docs/en/reference/models/sam/predict.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, SAM, Segment Anything Model, image segmentation, real-tim
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/sam/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/sam/predict.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.sam.predict.Predictor

4
docs/en/reference/models/utils/loss.md
View file

@ -9,11 +9,11 @@ keywords: ultralytics, YOLO, DETR, RT-DETR, loss functions, object detection, de
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/loss.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/loss.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/utils/loss.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.utils.loss.DETRLoss
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.utils.loss.RTDETRDetectionLoss

4
docs/en/reference/models/utils/ops.md
View file

@ -9,11 +9,11 @@ keywords: Ultralytics, models, utils, operations, HungarianMatcher, get_cdn_grou
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/ops.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/utils/ops.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/utils/ops.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.utils.ops.HungarianMatcher
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.utils.ops.get_cdn_group

2
docs/en/reference/models/yolo/classify/predict.md
View file

@ -9,7 +9,7 @@ keywords: YOLO, ClassificationPredictor, Ultralytics, model prediction, preproce
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/classify/predict.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.classify.predict.ClassificationPredictor

2
docs/en/reference/models/yolo/classify/train.md
View file

@ -9,7 +9,7 @@ keywords: YOLO, Ultralytics, classification, training, machine learning, deep le
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/classify/train.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.classify.train.ClassificationTrainer

2
docs/en/reference/models/yolo/classify/val.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, classification, validation, ClassifyMetrics, Confus
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/classify/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/classify/val.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.classify.val.ClassificationValidator

2
docs/en/reference/models/yolo/detect/predict.md
View file

@ -9,7 +9,7 @@ keywords: YOLO, Ultralytics, DetectionPredictor, object detection, Python, machi
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/detect/predict.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.detect.predict.DetectionPredictor

2
docs/en/reference/models/yolo/detect/train.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, DetectionTrainer, training, object detection, machi
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/detect/train.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.detect.train.DetectionTrainer

2
docs/en/reference/models/yolo/detect/val.md
View file

@ -9,7 +9,7 @@ keywords: YOLO validation, detection validation, YOLO metrics, Ultralytics, obje
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/detect/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/detect/val.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.detect.val.DetectionValidator

4
docs/en/reference/models/yolo/model.md
View file

@ -9,11 +9,11 @@ keywords: YOLO, object detection, Ultralytics, YOLO model, machine learning, Pyt
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/model.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/model.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/model.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.model.YOLO
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.yolo.model.YOLOWorld

2
docs/en/reference/models/yolo/obb/predict.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, OBBPredictor, oriented bounding box, object detecti
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/obb/predict.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.obb.predict.OBBPredictor

2
docs/en/reference/models/yolo/obb/train.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, OBB Trainer, Oriented Bounding Box, Machine Learnin
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/obb/train.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.obb.train.OBBTrainer

2
docs/en/reference/models/yolo/obb/val.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, OBBValidator, Oriented Bounding Boxes, DetectionVal
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/obb/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/obb/val.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.obb.val.OBBValidator

2
docs/en/reference/models/yolo/pose/predict.md
View file

@ -9,7 +9,7 @@ keywords: YOLO, Pose Prediction, Ultralytics, PosePredictor, YOLOv8, Machine Lea
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/pose/predict.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.pose.predict.PosePredictor

2
docs/en/reference/models/yolo/pose/train.md
View file

@ -9,7 +9,7 @@ keywords: PoseTrainer, YOLO, Ultralytics, pose models, training, model configura
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/pose/train.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.pose.train.PoseTrainer

2
docs/en/reference/models/yolo/pose/val.md
View file

@ -9,7 +9,7 @@ keywords: Ultralytics, YOLO, PoseValidator, pose validation, machine learning, o
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/pose/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/pose/val.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.pose.val.PoseValidator

2
docs/en/reference/models/yolo/segment/predict.md
View file

@ -9,7 +9,7 @@ keywords: YOLO, SegmentationPredictor, machine learning, computer vision, object
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/predict.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/predict.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/segment/predict.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.segment.predict.SegmentationPredictor

2
docs/en/reference/models/yolo/segment/train.md
View file

@ -9,7 +9,7 @@ keywords: YOLO, segmentation, train, Ultralytics, SegmentationTrainer, Python, m
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/segment/train.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.segment.train.SegmentationTrainer

2
docs/en/reference/models/yolo/segment/val.md
View file

@ -9,7 +9,7 @@ keywords: YOLO, segmentation, validator, Ultralytics, model validation, machine
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/segment/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/segment/val.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.segment.val.SegmentationValidator

4
docs/en/reference/models/yolo/world/train.md
View file

@ -9,11 +9,11 @@ keywords: Ultralytics, YOLO, World Model, training, deep learning, computer visi
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/world/train.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/world/train.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/world/train.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.world.train.WorldTrainer
<br><br>
<br><br><hr><br>
## ::: ultralytics.models.yolo.world.train.on_pretrain_routine_end

2
docs/en/reference/models/yolo/world/train_world.md
View file

@ -9,7 +9,7 @@ keywords: YOLO, WorldTrainer, open-set datasets, training, evaluation, build dat
This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/world/train_world.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/yolo/world/train_world.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/yolo/world/train_world.py) 🛠️. Thank you 🙏!
<br><br>
<br>
## ::: ultralytics.models.yolo.world.train_world.WorldTrainerFromScratch