Projects

Open-source work, mostly computer vision and mostly faces. The pattern across all of it is the same: take a model that works in a paper or a closed SDK, reimplement it cleanly, verify it against the original, and ship it as something you can pip install and run on CPU.

UniFace

A unified face analysis library for Python

Detection, recognition, landmarks including FaceMesh (MediaPipe), parsing, matting, tracking, and attributes spanning age, emotion, gaze, head pose, and anti-spoofing. Every model returns the same Face object, so one stage feeds straight into the next.

GitHub Docs Live demo Read the write-up

Face Parsing

Real-time facial semantic segmentation with BiSeNet

Per-region face masks across 19 classes, with ResNet-18 and ResNet-34 backbones. Training code, evaluation, and ONNX export included.

GitHub Write-up

Gaze Estimation

Lightweight gaze direction with MobileOne

Pitch and yaw gaze estimation trained on Gaze360, with ResNet, MobileNet and MobileOne backbones for edge deployment.

GitHub Write-up

More on GitHub, including smaller tools, tutorials, and dataset utilities.