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  1. COCO Dataset - Ultralytics YOLO Docs

    • To train a YOLO11n model on the COCO dataset for 100 epochs with an image size of 640, you can use the following code snippets. For a comprehensive list of available arguments, refer to the model Trainingp… See more

    Key Features

    COCO contains 330K images, with 200K images having annotations for object detection, segmentation, and captioning tasks.

    Ultralytics YOLOv8 Docs
    Dataset Structure

    The COCO dataset is split into three subsets: 1. Train2017: This subset contains 118K images for training object detection, segmentation, and captioning models. 2. Val2017: This subset has 5K images used for validation purposes during model training. 3. Test2017: This subset consists of 20K images used for testing and benchmarking the trained model...

    Ultralytics YOLOv8 Docs
  1. 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

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  2. 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 …

  3. 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 …

  4. COCO - Common Objects in Context

  5. 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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  7. Object Detection: COCO and YOLO formats, and …

    Feb 11, 2024 · This article will first introduce the basis of the popularity of both formats, which as explained above are the MS COCO dataset, and ultralytics’ …

  8. COCO8 Dataset - Ultralytics YOLO Docs

    Apr 18, 2025 · This dataset is specifically designed for rapid testing, debugging, and experimentation with YOLO models and training pipelines. Its small size makes it …

  9. Ultralytics/COCO8 · Datasets at Hugging Face

    Ultralytics HUB is an all-in-one web tool designed to simplify the training and deployment of YOLO models, including the Ultralytics YOLO11 models on the …

  10. COCO Object Detection - Deeplodocus Documentation

    In this tutorial, we will walk through the configuration of a Deeplodocus project for object detection on the COCO dataset. We will use the Deeplodocus …

  11. Object Detection: COCO and YOLO formats, and conversion ...

    Learn the structure of COCO and YOLO formats, and how to convert from one to another.

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