ghostbreaken

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

benchmark_results

Visual Tracking Paper List

pytracking

Visual tracking library based on PyTorch.

pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

video_analyst

A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.

TorchSnooper

Debug PyTorch code using PySnooper

Stark

[ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking

siamese-fc

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

siamfc-pytorch

A clean PyTorch implementation of SiamFC tracking/training, evaluated on 7 datasets.

toolkit

Official Python toolkit for generic object tracking benchmark GOT-10k and beyond

SiameseX.PyTorch

A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamRPN, SiamRPN++, SiamVGG, SiamDW, SiamRPN-VGG.

siamban

Siamese Box Adaptive Network for Visual Tracking

tracker_benchmark

AlphaRefine

Official implementation for the CVPR2021 paper Alpha-Refine

SiamGAT

Code for the paper "Graph Attention Tracking". (CVPR2021)

Group-CAM

Code for paper: Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks

Grad_CAM_Pytorch-1.01

CNN可视化代码，帮助了解建立GradCam过程， 代码中文注解

HiFT

HiFT: Hierarchical Feature Transformer for Aerial Tracking (ICCV2021)

roi_pooling

ROIPooling for pytorch

SiamBAN-ACM

Code for CVPR2021 Learning to Fuse Asymmetric Feature Maps in Siamese Trackers