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Enhancing Model Assessment in Vision-based Interactive Machine Teaching through Real-time Saliency Map Visualization (UIST 21 Demo)

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Enhancing Model Assessment in Vision-based Interactive Machine Teaching through Real-time Saliency Map Visualization (UIST 2021 Demo)

This is an official repository for our UIST 21 demo paper: Enhancing Model Assessment in Vision-based Interactive Machine Teaching through Real-time Saliency Map Visualization.

You can play with the online demo here

New Publication Alert!

Our new work achieves in-situ annotations in the teaching process, helping the user clarify their teaching concept.

Please check this repo for details!

Quick Run

npm install
npm start

You should be able to use the system by type "http://localhost:8080/" in your browser.

To run https locally (access via LAN):

chmod +x gen_keys.sh
./gen_keys.sh YOUR_IP
npm run start-https

Notes

  • You can edit the text of each class label by clicking on it. Be sure to press "enter" after finishing editing.

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Enhancing Model Assessment in Vision-based Interactive Machine Teaching through Real-time Saliency Map Visualization (UIST 21 Demo)

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