COCO is a large-scale object detection, segmentation, and captioning dataset. The dataset classes include 80 pre-trained objects. 

Website: https://cocodataset.org/ 

Github: cocodataset/cocodataset.github.io

Paper: Microsoft COCO: Common Objects in Context

API: COCO API

 

This is a *benchmark dataset* for the following tasks and evaluation metric:

 

Other products that will be linked to this dataset will be open-source tools, paid platforms, papers, readings, and tutorials to:

  • Explore COCO dataset (or object detection tasks)
  • Create and process COCO dataset (or datasets for object detection tasks)

    • Data collection

    • Data labeling and annotation

    • Data cleaning

    • Data transformations

    • Data visualization

    • Synthetic data

    • Data quality

  • Train and model using COCO dataset (or datasets for object detection tasks, i.e. answer what objects are in image X and where are they?

  • Finetune and build custome datasets and object detection applications

COCO (Common Objects in Context)

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  • Creative Commons Attribution 4.0 License.