ultralytics 8.0.196 instance-mean Segment loss (#5285)
Co-authored-by: Andy <39454881+yermandy@users.noreply.github.com>
This commit is contained in:
parent
7517667a33
commit
e7f0658744
72 changed files with 369 additions and 493 deletions
|
|
@ -8,11 +8,7 @@ keywords: Ultralytics, YOLOv8, pose detection, COCO8-Pose dataset, dataset, mode
|
|||
|
||||
## Introduction
|
||||
|
||||
[Ultralytics](https://ultralytics.com) COCO8-Pose is a small, but versatile pose detection dataset composed of the first
|
||||
8 images of the COCO train 2017 set, 4 for training and 4 for validation. This dataset is ideal for testing and
|
||||
debugging object detection models, or for experimenting with new detection approaches. With 8 images, it is small enough
|
||||
to be easily manageable, yet diverse enough to test training pipelines for errors and act as a sanity check before
|
||||
training larger datasets.
|
||||
[Ultralytics](https://ultralytics.com) COCO8-Pose is a small, but versatile pose detection dataset composed of the first 8 images of the COCO train 2017 set, 4 for training and 4 for validation. This dataset is ideal for testing and debugging object detection models, or for experimenting with new detection approaches. With 8 images, it is small enough to be easily manageable, yet diverse enough to test training pipelines for errors and act as a sanity check before training larger datasets.
|
||||
|
||||
This dataset is intended for use with Ultralytics [HUB](https://hub.ultralytics.com)
|
||||
and [YOLOv8](https://github.com/ultralytics/ultralytics).
|
||||
|
|
|
|||
|
|
@ -34,7 +34,7 @@ Format with Dim = 3
|
|||
<class-index> <x> <y> <width> <height> <px1> <py1> <p1-visibility> <px2> <py2> <p2-visibility> <pxn> <pyn> <p2-visibility>
|
||||
```
|
||||
|
||||
In this format, `<class-index>` is the index of the class for the object,`<x> <y> <width> <height>` are coordinates of boudning box, and `<px1> <py1> <px2> <py2> ... <pxn> <pyn>` are the pixel coordinates of the keypoints. The coordinates are separated by spaces.
|
||||
In this format, `<class-index>` is the index of the class for the object,`<x> <y> <width> <height>` are coordinates of bounding box, and `<px1> <py1> <px2> <py2> ... <pxn> <pyn>` are the pixel coordinates of the keypoints. The coordinates are separated by spaces.
|
||||
|
||||
### Dataset YAML format
|
||||
|
||||
|
|
@ -131,7 +131,7 @@ Ultralytics provides a convenient conversion tool to convert labels from the pop
|
|||
|
||||
```python
|
||||
from ultralytics.data.converter import convert_coco
|
||||
|
||||
|
||||
convert_coco(labels_dir='path/to/coco/annotations/', use_keypoints=True)
|
||||
```
|
||||
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue