Xingyu Xue's repositories
License_Plate_Detection_Pytorch
A two stage lightweight and high performance license plate recognition in MTCNN and LPRNet
MobileFaceNet_Tutorial_Pytorch
This repo illustrates how to implement MobileFaceNet and Arcface for face recognition task
Pruning_MTCNN_MobileFaceNet_Using_Pytorch
Demonstration of CNN Pruning on MTCNN and MobileFaceNet using Pytorch framework
Real-time-human-pose-estimation-by-pytorch
A reimplementation of real time human pose estimation using Pytorch. Both CMU's original model and mobilenet backbone are provided. The code is optimized for a faster inference time !
YOLO-V3-in-Pytorch-A-Tutorial-on-Implementation-of-YOLO-V3-Algorithm
This repo is projected to offer a tutorial on how to implement YOLO V3 from scratch. Hopefully, developers can build and train their own YOLO network using custom datasets for various object detection tasks
MTCNN_Tutorial
As a series of tutorials on the most popular deep learning algorithms for new-entry deep learning research engineers, MTCNN has been widely adopted in industry for human face detection task which is an essential step for subsquential face recognition and facial expression analysis. This tutorial is designed to explain how to implement the algorithm. In this tutorial, developers will learn how to build MTCNN model for face detection task.