A Visual Analytics System for CNN Interpretation

Final project of ECS 289H 002 Visual Analytics

A visual analytics system for comparing and interpreting user-defined Convolutional Neural Networks.

The system is applied on the MNIST dataset.

Dependencies

Front End

VUE CLI 4.5.9

Back End

Python 3.8.5

Packages

PyTorch 1.7.0

websockets

asyncio

umap

numpy

threading

Project setup

npm install

npm run serve

cd backend/

python server.py