Hugging Face's logo

Spaces:
DhrubaAdhikary1991
/
object_classification_app
Runtime error

App Files Community
object_classification_app / README.md
DhrubaAdhikary1991's picture
DhrubaAdhikary1991
push to hugging face
07a717c verified
preview code
|
raw
history blame contribute delete
1.14 kB

A newer version of the Gradio SDK is available: 6.13.0

Upgrade
metadata 
title: CIFAR10 ResNet18 Gradio Interface
emoji: 😻
colorFrom: purple
colorTo: pink
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

🌐 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. 📥 Choose an Image: Upload your own or pick from the examples.
  2. 🎛️ Tweak Settings: Adjust sliders for GradCAM, top predictions, and misclassified images.
  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.