ZacharyZgw's repositories
Awesome-Interaction-aware-Trajectory-Prediction
A selection of state-of-the-art research materials on trajectory prediction
centerNet-deep-sort
realtime multiple people tracking (centerNet based person detector + deep sort algorithm with pytorch)
CenterTrack
Simultaneous object detection and tracking using center points.
classy-sort-yolov5
Ready-to-use realtime multi-object tracker that works for any object category. YOLOv5 + SORT implementation.
deep-person-reid
Torchreid: Deep learning person re-identification in PyTorch.
Deepsort_Yolov5_Pytorch
Combine yolov5 and deepsort to track any project
Defect-management-system
The minimum realization of defect management system
FastMOT
High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀
Involution
PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) [CVPR 2021].
Multiple-Object-Forecasting
Repo for the paper 'Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments'. WACV 2020
open-aff
code and trained models for "Attentional Feature Fusion"
PyTorch_YOLOv4
PyTorch implementation of YOLOv4
Yolo-Fastest
:zap: Based on yolo's ultra-lightweight universal target detection algorithm, the calculation amount is only 250mflops, the ncnn model size is only 666kb, the Raspberry Pi 3b can run up to 15fps+, and the mobile terminal can run up to 178fps+
YOLOv4-pytorch
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
YOLOV4_MCMOT
Using YOLOV4 as detector for MCMOT.
Yolov5-Deepsort
最新版本yolov5+deepsort目标检测和追踪，能够显示目标类别，支持5.0版本可训练自己数据集
yolov5-knowledge-distillation
yolov5目标检测模型的知识蒸馏（基于响应的蒸馏）
Yolov5_DeepSort_Pytorch
Real-time multi-object tracker using YOLO v5 and deep sort