project /05 · solo · open source

Burnout Predictor

Real-time facial expression on a local camera feed, model to GUI — then rebuilt after a bug I found in my own pipeline.

proof: I build AI from model to interface, and rebuild as I learn.

GitHub →Read the retrospect →
role
Solo: model, pipeline, GUI
model
MobileNetV2 on FER2013
status
Open source, rebuilt

The idea

Coming Soon

Model to interface

Coming Soon

Coming Soon

The bug, and the rebuild

Coming Soon

Coming Soon

Read more

I wrote the whole thing up, including what the logs actually showed, in a full retrospective.

stack
PythonPyTorchMobileNetV2FER2013OpenCVtkinter