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The COCO dataset (Common Objects in Context) is a widely used benchmark for object detection, segmentation, and captioning tasks. It contains 330,000 images, with 200,000 annotated for 80 object categories, making it essential for training and evaluating computer vision models like YOLOv8.
Key Features of the COCO Dataset
Annotations: Includes bounding boxes, segmentation masks, and captions for objects in images.
Categories: Covers 80 diverse object classes, such as cars, animals, and household items.
Dataset Splits: Train2017: 118,000 images for training. Val2017: 5,000 images for validation. Test2017: 20,000 images for testing (ground truth annotations are not publicly available).
Evaluation Metrics: Provides standardized metrics like mean Average Precision (mAP) for object detection and mean Average Recall (mAR) for segmentation.
YOLOv8 and COCO Integration
GitHub - Vishnucreate/YOLOv5-with-COCO-dataset: …
May 29, 2023 · This script uses the YOLOv5 model and the COCO dataset to perform object detection on the COCO validation set. The detected objects and …
YOLOv8 COCO Dataset: Powerful Combination for …
Mar 8, 2024 · The COCO dataset is freely available for download from the official COCO website (http://cocodataset.org/). It provides images annotated with …
COCO - Common Objects in Context
YOLO_to_COCO Object Detection Model (v1, 2025-07-13 10 ...
Jul 13, 2025 · 1539 open source objects images and annotations in multiple formats for training computer vision models. YOLO_to_COCO (v1, 2025-07-13 10:59am), created by computerVision.
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