garyfeng / google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
MIT License
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Set up COCO keypoints for annotation #8

Closed garyfeng closed 2 years ago

garyfeng commented 2 years ago

We will use COCO Annotator for keypoint annotation. It requires setting up a category for annotation. In my playing with it, I set up a category called swimmer, which had a subset of keypoints defined -- "neck", "shoulder-left", etc. I could then annotate this category in the datasets.

For this actual annotation, we need to:

  1. Formally set up a category = swimmer
  2. Define the keypoints following precisely the COCO datasets: see https://github.com/facebookresearch/Detectron/issues/640
  3. Test the set up end-to-end:
    • Category and annotation
    • Setting up the library and the metadata
    • Exporting the COCO annotation data for training
    • Actually carrying out a training session, with say AlphaPose or PaddleDetect
  4. Set up the actual COCO Annotator project with this category
garyfeng commented 2 years ago

see https://github.com/garyfeng/swimpose/issues/16