Skip to content
New issue

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

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

Already on GitHub? Sign in to your account

Saliency maps generation #176

Open
igor-davidyuk opened this issue May 24, 2024 · 1 comment
Open

Saliency maps generation #176

igor-davidyuk opened this issue May 24, 2024 · 1 comment
Labels
question Further information is requested

Comments

@igor-davidyuk
Copy link

igor-davidyuk commented May 24, 2024

It would be great if Model API models had a method similar to the postprocess, that would generate a saliency map for models in any domain. Currently, we need to keep that logic on the GETi side. It exists in Mediapipe and serves the WEB UI and now I need to implement it in Python for GETi SDK.
Including, for segmentation models, it would be nice to get activations before softmax, resulting in softer maps.
And preparing saliency maps for anomaly models as well.

@sovrasov
Copy link
Collaborator

@igor-davidyuk there are no plans to add XAI algorithms in MAPI. Only models with already integrated XAI modules are supported. Instead, we have a standalone project that can embed XAI branches into already generated IR models https://github.com/openvinotoolkit/openvino_xai

@sovrasov sovrasov added the question Further information is requested label Jun 26, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
question Further information is requested
Projects
None yet
Development

No branches or pull requests

2 participants