feat: add support for FastSAM model with point, box and text prompts#1120
Open
feat: add support for FastSAM model with point, box and text prompts#1120
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Description
Adds support for FastSAM model with required postprocessing for point, box and text (using already existing CLIP export) prompts. Also adds an example app to test these.
Since FastSAM uses YOLO instance segmentation backbone with some clever postprocessing to imitate Facebook's SAM (see https://docs.ultralytics.com/models/fast-sam/#model-architecture), we use the existing instance segmentation C++ implementation and add TS postprocessing to minimize code duplication.
Introduces a breaking change?
Type of change
Tested on
Testing instructions
Screenshots
You can use following image for testing.
https://upload.wikimedia.org/wikipedia/commons/c/cd/Animal_diversity_October_2007.jpg
Related issues
Closes #555
Checklist
Additional notes