A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥
Perceptual video quality assessment based on multi-method fusion.
C3D is a modified version of BVLC caffe to support 3D ConvNets.
Master's thesis in Data Sciences. Comparison and proposal of enhancement for "Real-world anomaly detection in surveillance videos"
Abnormal Event Detection in Surveillance Systems
:book: [译] scikit-learn（sklearn） 中文文档
An Open Source Machine Learning Framework for Everyone
A Pytorch implementation of "A Compact Deep Learning Model for Robust Facial Expression Recognition (CVPR 2018)".
tensorflow-learning-tutorials
《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Frontend and backend separated object detection demo build with Flask, TensorFlow.
Face mask deteciton demo, by tensorflow.js
Tips on how to find suitable object detection anchors
静默活体检测（Silent-Face-Anti-Spoofing）
The training program for libfacedetection for face detection and 5-landmark detection.
Face Analysis Project on MXNet
