Pengyu Zhang's Projects
Deep Learning and deep reinforcement learning research papers and some codes
visual tracker benchmark results
This is code of book "Learn Deep Learning with PyTorch"
A paper list of object detection using deep learning.
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为17个章节,20多万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
The code and results of paper 'Fast and object adaptive spatial regularization for correlation filters based tracking'
Synthetic data generation for end-to-end TIR tracking (TIP2018)
Infrared and visible image fusion using deep learning framework(multi-layers strategy)
OpenTLD is an open source library for real-time 2D tracking of a single object in video. This repository is no longer under development. For latest version see: http://www.tldvision.com/tld2.html
This is the python implementation of single object tracking from GOTURN paper
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats
Simple PyTorch Tutorials Zero to ALL!
Robust fusion of colour and depth data for RGB-D target tracking using adaptive range-invariant depth models and spatio-temporal consistency constraints
Full reimplementation of siamese rpn, has 0.24 eao on vot2017.
PyTorch (0.40) implementation of SiamFC
The source code and results for the paper 'Fast Spatially-Regularized Correlation Filters for Visual Object Tracking'.
A PyTorch Implementation of Single Shot MultiBox Detector
Tracking Benchmark for Correlation Filters
TensorFlow Tutorial and Examples for Beginners with Latest APIs
A simple code to visualize net for matconvnet.
Simple Matlab MEX wrapper for object detection with YOLO (based on pyyolo by thomaspark-pkj)