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linsonw's Projects

elas icon elas

Efficient Large-scale Stereo Matching.

fgi icon fgi

This repo contains the code of FGI (ECCV 2016)

handgesturepy icon handgesturepy

Static Hand Gesture detection using opencv python with hog features and SVM .

hsr icon hsr

Hand signals recognition using Convolutional Neural Network implemented in TensorFlow

image_classification_with_5_methods icon image_classification_with_5_methods

Compared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow

kcf_tracker icon kcf_tracker

This is an implementation of paper "kernelized correalation filters tracker"

mc-cnn icon mc-cnn

Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches

object-detector icon object-detector

Object Detection Framework using HOG as descriptor and Linear SVM as classifier.

openpose icon openpose

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

py-faster-rcnn icon py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

sgm icon sgm

Semi-Global Matching on the GPU

sgm-disparity icon sgm-disparity

This is an implement of SGM -- Stereo Processing by Semiglobal Matching and Mutual Information by Heikoin 2008 IEEE

simple-sgm icon simple-sgm

Implementation of a simplified version of the SemiGlobal Matching algorithm (Hirschmuller, H. (2005). Accurate and Efficient Stereo Processing by Semi Global Matching and Mutual Information. CVPR .)

sncc_gpu icon sncc_gpu

compute disparity map from stereo pair using SNCC matching function (GPU and CPU code provided)

stc_tracker icon stc_tracker

This is an implementation of "Fast Tracking via Spatio-Temporal Context Learning"

yolo icon yolo

YOLO VS2013 c++ code, Only need opencv, do not rely on the Caffe Library

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