Blog

MediaPipe Face Mesh on ONNX Runtime: 468 dense 3D landmarks from a 192x192 crop, with BlazeFace bundled and parity checks against mp.solutions.

FaceAttribNet predicts eye openness, eyeglasses, sunglasses, and mask attributes from a 128x128 face crop using five independent binary heads.

Practical Python interview answers for core topics like data structures, object identity, memory management, the GIL, generators, decorators, and async FastAPI behavior.

UniFace is a Python library for face analysis on ONNX Runtime: six detectors, five recognition models, 468-point mesh, parsing, attributes, and quality scoring.

Face parsing with BiSeNet, ResNet18 and ResNet34 backbones, CelebAMask-HQ training, PyTorch inference, and ONNX export.

Tiny-Face compares SlimFace, RFB, and compact RetinaFace variants for small face detection models with WIDER FACE results and PyTorch/ONNX weights.

A RetinaFace implementation with MobileNet and ResNet backbones, WIDER FACE evaluation, webcam inference, ONNX support, and pretrained weights.

Why geometric intuition for vectors and matrix transformations matters in machine learning, with practical examples and recommended learning resources.

MobileGaze estimates gaze direction with ResNet, MobileNet, and MobileOne backbones. Gaze360-trained, with PyTorch and ONNX weights for real-time inference.

Head pose estimation with ResNet and MobileNet backbones, SCRFD face detection, PyTorch and ONNX weights, and pitch/yaw/roll output for real-time video.