Spaces:
Runtime error
A newer version of the Gradio SDK is available:
6.5.1
title: Pytorch Lighting
emoji: 🏢
colorFrom: purple
colorTo: indigo
sdk: gradio
sdk_version: 3.39.0
app_file: app.py
pinned: false
license: mit
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
Pytorch Lighting 🚀 Features:
🎨 GradCAM Visualization: User can adjust the visualization opacity and select model layers to be used. 🚫 Misclassified Images: View where the model went wrong. 📷 Image Upload & Examples: User can test prediction on new images which can be uploaded. 🥇 Top Predictions: View model's top class predictions (up to 10).
🔍 How to Use: 📥 Choose an Image: Upload your own or pick from the examples. 🎛️ Tweak Settings: Adjust sliders for GradCAM, top predictions, and misclassified images. 🟢 Submit: Click to get results.
❓ Feedback/Contribution: Got suggestions or wish to help? Reach out! Usecase: This interface uses a ResNet18 model trained on CIFAR10. GradCAM visualizations highlight the model's focus.
⚠️ Note: Best with CIFAR10-related images.