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Find complementary annotated image databases #144

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3 of 10 tasks
epierotti3 opened this issue Apr 13, 2023 · 0 comments
Open
3 of 10 tasks

Find complementary annotated image databases #144

epierotti3 opened this issue Apr 13, 2023 · 0 comments

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@epierotti3
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Guidelines

  • I agree to follow this project's Contributing Guidelines.

Is there an existing issue for this?

  • I have searched the existing issues

Dependencies

No response

Overview

We need to find more images that are compatible with the current data set so that we can train on more images and improve the model performance.

Action Items

  • Brainstorm some image sets
  • Requirements of the new images:
    • Should be a substantial contribution (not just 5 new images)
    • Make sure none of the images are COCO images so that we're not double-dipping (training on the same images twice)
  • Identify and match labels between the new and present image datasets. Add new labels to our present dataset if needed.
  • Exploration of database
  • Collection of images
  • Make sure images are segmented and annotated, preferably in COCO format. If not in COCO format, put them in the correct format

Anything else?

No response

@epierotti3 epierotti3 changed the title [Generic]: find complementary annotated image databases Find complementary annotated image databases Apr 20, 2023
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