yangkang779's repositories

3DMPPE_POSENET_RELEASE

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019

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a-PyTorch-Tutorial-to-Object-Detection

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

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active_tracking_rl

[ICLR 2019] PyTorch implementation of "AD-VAT: An Asymmetric Dueling mechanism for learning Visual Active Tracking"

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ATSS

Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection

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ByteTrack

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

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CenterNet-better

An easy to understand and better performance version of CenterNet

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centerX

This repo is implemented based on detectron2 and centernet

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CSP-pedestrian-detection-in-pytorch

Unofficially Pytorch implementation of High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection

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Deep-Learning-for-Tracking-and-Detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

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IoU-Uniform-R-CNN

Codes for paper: "IoU-Uniform R-CNN: Breaking Through the Limitations of RPN"

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mmaction

An open-source toolbox for action understanding based on PyTorch

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Pedestron

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

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person_following_bot

This is a deep learning based robot which follows a person in dynamic environment.

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PytorchInsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

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R-C3D.pytorch

R-C3D pytorch implementation

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RDSNet

implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation"

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ResNeSt

ResNeSt: Split-Attention Network

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ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

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Towards-Realtime-MOT

Joint Detection and Embedding for fast multi-object tracking

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tracking_wo_bnw

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

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TracKit

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

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TraDeS

Track to Detect and Segment: An Online Multi-Object Tracker (CVPR 2021)

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updatenet

Learning the Model Update for Siamese Trackers (ICCV 2019)

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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.

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VOT2019

The Winner and Runner-up Trackers for VOT-2019 Challenges

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WSNet

Neural Network Research Tookit

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Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

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