infrared1029 / neural-cam

A fun cam app i made using neural style transfer

NEURAL CAM

A fun proejct I made a while ago and decided to push recently, Neural cam is a cam app that can run two neural style transfer models on both the "forground" and "background" of a live video cam (if you use GPU, CPU is too slow to be consdiered real-time).

main.py: file responsible for running the local backend server, loads the model (which is NOT included in the repo) and opens the cam.

model.py: file responsible for the model definition.

Neural Style Transfer.ipynb: Notebook for training a neural style transfer model from scratch, the training loop is heavily inspired from https://github.com/eriklindernoren/Fast-Neural-Style-Transfer/blob/master/train.py.

neural_cam: folder contains the frontend of the app (made with react).

and that's it.