sujitojha/CIFAR10_CustomResnet_GradCAM

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

🌐 CIFAR10 ResNet18 Gradio Interface

🚀 Features:

• —🎨 GradCAM Visualization: Adjust visualization opacity and select model layers.
• —🚫 Misclassified Images: View where the model went wrong.
• —📷 Image Upload & Examples: Check predictions on new or provided images.
• —🥇 Top Predictions: View model's top class predictions (up to 10).

🔍 How to Use:

1. 1.📥 Choose an Image: Upload your own or pick from the examples.
2. 2.🎛️ Tweak Settings: Adjust sliders for GradCAM, top predictions, and misclassified images.
3. 3.🟢 Submit: Click to get results.

📘 Background: This interface uses a ResNet18 model trained on CIFAR10. GradCAM visualizations highlight the model's focus.

❓ Feedback/Contribution: Got suggestions or wish to help? Reach out!

⚠️ Note: Best with CIFAR10-related images.