Matlab code of machine learning algorithms in book PRML

Siamese Keypoint Prediction Network for Visual Object Tracking

Visual Tracking Paper List

LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark (ACM MM2020)

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

Discriminative and Robust Online Learning for Siamese Visual Tracking (AAAI 2020)

R-GBD Person Tracking is a ROS framework for detecting and tracking people from a mobile robot.

Learning Convolutional Neural Networks with Interactive Visualization.

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

Multi-Adapter RGBT Tracking implementation on Pytorch (ICCVW2019)

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Tracking Benchmark for Correlation Filters

DTB70 -- A Drone Tracking Benchmark

「画像処理100本ノック」中文版本！为图像处理初学者设计的 100 个问题。

Machine learning, in numpy

Visual tracking library based on PyTorch.

Code for the paper 'ROI Pooled Correlation Filters for Visual Tracking' (CVPR 2019)

Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"

A ros demo for people detection and tracking on DJI M100 drone . https://github.com/fan0210/DJIM100-people-detect-track

计算机经典书籍📚，保留书单

《机器学习》（西瓜书）公式详解

Joint-task Self-supervised Learning for Temporal Correspondence (NeurIPS 2019)

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

100-Days-Of-ML-Code中文版

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)