XZ-YAN

mots_tools

Tools for evaluating and visualizing results for the Multi Object Tracking and Segmentation (MOTS) task

TrackEval

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

detectron2_timm

A simple wrapper library for binding timm models as detectron2 backbones

Swin-Transformer-Object-Detection

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

VNext

Next-generation Video instance recognition framework on top of Detectron2 which supports InstMove (CVPR 2023), SeqFormer(ECCV Oral), and IDOL(ECCV Oral))

swin-transformer-pytorch

Implementation of the Swin Transformer in PyTorch.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

cosine_metric_learning

Deep Cosine Metric Learning for Person Re-identification

boxmot

BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

cocoapi

COCO API - Dataset @ http://cocodataset.org/

cocoapi

Clone of COCO API - Dataset @ http://cocodataset.org/ - with changes to support Windows build and python3

detectron2-windows

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

detr

End-to-End Object Detection with Transformers

Long-term-Visual-Tracking

labelImg

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

xcit

Official code Cross-Covariance Image Transformer (XCiT)

KLT-Feature-Tracking

A Python implementation of the Kanade–Lucas–Tomasi (KLT) feature tracker

opical-flow-estimation-with-RAFT

Optical Flow Estimation using RAFT with PyTorch.

sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

benchmark_results

Visual Tracking Paper List

multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

object_level_visual_reasoning

Pytorch Implementation of "Object level Visual Reasoning in Videos", F. Baradel, N. Neverova, C. Wolf, J. Mille, G. Mori , ECCV 2018

awesome-human-object-interaction

Paper list of human object interaction (HOI)

iCAN_for_live_video

Transferable_Interactiveness_Network_with_Partpair

An extension to original TIN, which combines partpair cues to improve the HOI detection result. The experiments are done for different ways of merging TIN's result with Partpair Network's result