README.md

---
title: S12 ERA Phase I
emoji: 👁
colorFrom: green
colorTo: red
sdk: gradio
sdk_version: 3.39.0
app_file: app.py
pinned: false
license: mit
---

# Session 12 - ERA Phase I - Assignment 
## Goals 
1. Build an app on HuggingFace using a model trained on cifar10 with custom ResNet with PyTorch Lightning.
2. You can find the training code: https://github.com/gupta1912/ERA-V1-Assignments/tree/main/S12.

## Usage 
In the App tab, the UI is present for different functionalities like: 
1. Seeing GradCAM outputs of the model for a given convolutional layer, max 10 images.
2. Seeing misclassified images, max 10 images.
3. Uploading your own image and inferencing and looking at N's top classes on it.