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Title:
ultralytics/docs/en/datasets/pose/coco.md at main ยท ultralytics/ultralytics ยท GitHub
Description:
Ultralytics YOLO11 ๐. Contribute to ultralytics/ultralytics development by creating an account on GitHub.
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17 years and 8 months (reg. 2007-10-09).
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Keywords {๐}
dataset, cocopose, training, model, pose, estimation, coco, images, models, train, yolo, keypoints, pretrained, metrics, tasks, evaluation, ultralytics, annotations, performance, epochs, subset, yolonpose, image, python, datasets, file, applications, objects, key, human, figures, detailed, standardized, annotated, results, yaml, load, imgsz, code, indexmd, examples, computer, vision, common, context, include, features, object, keypoint, oks,
Topics {โ๏ธ}
/ultralytics/ultralytics/blob/main/ultralytics/cfg/datasets/coco-pose ultralytics/cfg/datasets/coco-pose macros/yolo-pose-perf author={tsung-yi lin coco-pose dataset extends coco-pose dataset span coco-pose pretrained models yaml model=yolo11n-pose pose estimation tasks detailed pose estimation computer vision researchers computer vision community coco-pose dataset advanced pose estimation yolo11n-pose model object keypoint similarity title={microsoft coco coco evaluation server md coco8-pose md dog-pose md tiger-pose evaluating model performance coco dataset website original coco dataset key metrics include human-computer interaction ultralytics yolo leveraging pretrained models standardized evaluation metrics comparing model performance md index code snippets txt overrides readme md license readme ground truth annotations 200k images labeled combines multiple images md hand-keypoints benchmarking trained models testing phases effectively model training page training batch composed mosaiced dataset images coco-pose pose estimation datasets ``` usage yolo11n-pose human figures annotated coco dataset
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Questions {โ}
- How can I train a YOLO11 model on the COCO-Pose dataset?
- How is the dataset structured and split for the COCO-Pose dataset?
- What are the different metrics provided by the COCO-Pose dataset for evaluating model performance?
- What are the key features and applications of the COCO-Pose dataset?
- What is the COCO-Pose dataset and how is it used with Ultralytics YOLO for pose estimation?
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