Have you ever wondered about ML research? In this project, you will learn the basics of deep learning as well as how to apply it through PyTorch and OpenCV. Then, you will explore implementing your own CV research papers!
Project Manager: Kerrine Tai
Project Leaders: Alena Chao, Danny Tran
Project Members: AJ DeMarinis, Andrew Choy, Joelle Siong Sin, Maya Zheng, Tim Park
Cavo-SLAHM-T by Joelle and Maya
CavoTraffic by Andrew and Tim
CavoTransfer by AJ
Utilizing Grad-CAM, we analyzed the difference in attention between pretrained ResNet and CvT Models.
| CvT attention heatmap | ResNet attention headmap |
|---|---|
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Setup: Download the Demo folder and upload to Google Drive. Download a CvT model and add it to the pretrained_models folder, then run the Colab Notebook.