Skip to content

achntj/ResNet-Audio-Classifier-Visualizer

Repository files navigation

AudioCNN Visualizer

Classify environmental sounds (ESC-50 dataset) using a PyTorch ResNet CNN and visualize how the model processes audio through layer activations.

Stack: PyTorch (Model) + FastAPI (Server) + Next.js (Visualization)

More about this project | Try live demo

About

Full-stack audio classifier with CNN visualization. PyTorch + FastAPI + Next.js

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published