TorchCAM Notebooks¶
Explore these runnable notebooks, hosted in frgfm/notebooks:
Each notebook includes setup cells that pin a development snapshot with fixes after TorchCAM 0.5.0. Run those cells to use the intended implementation.
| Notebook | Use case | Run |
|---|---|---|
| Quicktour | Extract CAMs, create overlays, and fuse multiple layers | Colab |
| Debug a prediction | Compare predicted and expected classes and save an evidence bundle | Colab |
| Vision Transformers | Explain a torchvision ViT with LeGrad and token-based GradCAM | Colab |
| Latency benchmark | Measure CAM extraction and end-to-end latency on your hardware | Colab |
| Performance benchmark | Evaluate confidence and deletion/insertion faithfulness with an explicit baseline | Colab |