Deep Learning in the Browser

I experimented with some frameworks used to deploy ML models in the browser. I made a webapp to load and classify images in Tensorflow.js, WebDNN and ONNX.js and compared their runtime with different backends (WebGL, WASM, CPU).

I also wrote a blog post on this which can serve as a tutorial along with this code - Blogpost

Requirements

• Node.js (v12+)
• Express

The rest of the JS libraries and models are included in this repository.