Find complementary annotated image databases
epierotti3 opened this issue · comments
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