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Mingliang's Projects

lab icon lab

[CVPR 2018] Look at Boundary: A Boundary-Aware Face Alignment Algorithm

libfacedetection icon libfacedetection

An open source library for face detection in images. The face detection speed can reach 1500FPS.

machinelearning icon machinelearning

Machine learning resources,including algorithm, paper, dataset, example and so on.

object_detection_tracking icon object_detection_tracking

Out-of-the-box code and models for CMU's object detection and tracking system for surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

openface icon openface

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

openpose icon openpose

OpenPose: A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library

pg_curve icon pg_curve

Matlab code for computing and visualization: Confusion Matrix, Precision/Recall, ROC, Accuracy, F-Measure etc. for Classification.

pointnet icon pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

siamese-fc icon siamese-fc

Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.

simplenn icon simplenn

A simple neural network framework written in C++.

sph3d-gcn icon sph3d-gcn

Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds

ssd.pytorch icon ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

stip_fisher icon stip_fisher

Action recognition with STIP features and my own Fisher vector implementation

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