Skip to content
New issue

Have a question about this project? # for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “#”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? # to your account

Tiled processing on MDv5 requests that are larger than 1280px wide #263

Open
nathanielrindlaub opened this issue Sep 7, 2024 · 0 comments
Labels
enhancement New feature or request

Comments

@nathanielrindlaub
Copy link
Member

nathanielrindlaub commented Sep 7, 2024

This is interesting & could be worth implementing–perhaps on the model endpoint side–but for images that are larger than MDv5's input (1280px wide), Dan has found that if you cut the image up into 1280px wide tiles and submit those individually for inference, then stitch the results back together, it can help improve detection of small animals (see Dan's note and tiling script for reference).

@nathanielrindlaub nathanielrindlaub added the enhancement New feature or request label Sep 7, 2024
# for free to join this conversation on GitHub. Already have an account? # to comment
Labels
enhancement New feature or request
Projects
None yet
Development

No branches or pull requests

1 participant