CV Lab 04: Grad-CAM Interpretability

Use Grad-CAM to interpret model predictions on images.

Lab Tier 3: Data Science Associate computer-vision Module 8: AI/ML Model Evaluation Requires: CNNs and Computer Vision

What you'll do

  • Generate Grad-CAM heatmaps for a trained CNN
  • Interpret which image regions drove a prediction
  • Use interpretability to sanity-check a defect-detection model
Requirements: see requirements.txt in the Resources folder. Install with pip install -r requirements.txt after creating your virtual environment.
No bundled CSV download for this lab. Follow the notebook setup instructions.
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