bingxinyang

Cascade_GFS-DCF

TWO-LEVEL CASCADE MODEL FOR TRACKING PEDESTRIANS USING THERMAL INFRARED VIDEO INFORMATION

CFTrackers

(2019)Visual object tracking based on correlation filtering

datacamp-python-data-science-track

All the slides, accompanying code and exercises all stored in this repo. 🎈

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

FCOT

Fully Convolutional Online Tracking

g-mlp-pytorch

Implementation of gMLP, an all-MLP replacement for Transformers, in Pytorch

lrp_toolbox

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

LSOTB-TIR

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

Matlab_deep_learning

《Matlab计算机视觉与深度学习实战》代码

ML-GCN

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

MOTDT

Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification

Multi-object-Tracking-paper-code-list

Neural-GC

Granger causality discovery for neural networks.

Online-Visual-Tracking-SOTA

Pytorch-LRP

Basic LRP implementation in PyTorch

RLT-DIMP

[ECCVW2020] Robust Long-Term Object Tracking via Improved Discriminative Model Prediction (RLT-DiMP)

senet.pytorch

PyTorch implementation of SENet

SiamTrackers

(2020)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN，UpdateNet，SiamDW，SiamRPN++, SiamMask，and SiamFC++ ; Visual object tracking based on deep learning

Single-Object-Visual-Tracking_A-Paper-List

A complete paper list of Single-Object Visual Tracking Algorithms, Surveys and Benchmarks of recent years. Different from existing paper list, this project doesn't simply category the papers by publishment, but from a tracking challenge-tackling perspective.

Single_Object_Tracking_Paper_List

Paper list for single object tracking (State-of-the-art SOT trackers)

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM)

Towards-Realtime-MOT

Joint Detection and Embedding for fast multi-object tracking

Trackers-for-VOT-toolkit

This repository includes several trackers which have been integrated for VOT toolkit.

tracking_wo_bnw

Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"

TracKit

[ECCV'20] Ocean: Object-aware Anchor-Free Tracking

visual_tracker_benchmark

yolov4-pytorch

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > iOS