Downloading the entire dataset can be a daunting task, as the 2017 version alone exceeds 25GB. If you only need specific categories—like "person," "car," or "dog"—you can save significant time and storage by downloading only a targeted subset.
This method is standard for developers. You download the small first, then use a script to pull only the specific image URLs you need. Step 1: Install the API via pip: pip install pycocotools . download part of coco dataset
The most effective ways to are through the official COCO API, high-level tools like FiftyOne, or specialized Python scripts. 1. The Pro Way: Using the Official COCO API ( pycocotools ) Downloading the entire dataset can be a daunting