CNN Explainer

CNN Explainer is PyTorch based project that aims to make CNN's predictions explainable.

Check the corresponding articles:
CNN Explainer - Interpreting Convolutional Neural Networks (1/N) Generating Area Importance Heatmaps with Occlusions
CNN Explainer - Interpreting Convolutional Neural Networks (2/N) Visualizing Gradient Weighted Class Activations with GradCAM
CNN Explainer - Interpreting Convolutional Neural Networks (3/N) Visualizing Boosted Convolutional Features

Boosted Features Visualizations

Notebook

---

---

---

---

---

---

---

---

---

---

---

GradCAM Heatmaps

Notebook

Submarine

Aircraft Carrier

Area Importance Heatmaps with Occlusions

Notebook

---

---

---

---

Author

Greg (Grzegorz) Surma

PORTFOLIO

GITHUB

BLOG