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Johnqczhang

Johnqczhang

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Company:Shanghai Jiao Tong University

Location:Shanghai, China

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Johnqczhang's repositories

densepose_installation

How to install DensePose with PyTorch (including caffe2) from source code or binaries via conda

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DensePose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

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awesome-self-supervised-learning

A curated list of awesome self-supervised methods

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FairMOT

A simple baseline for one-shot multi-object tracking

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AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

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ByteTrack

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

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caffe

Caffe: a fast open framework for deep learning.

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CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

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mmtracking

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

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CenterNet-better

An easy to understand and better performance version of CenterNet

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cocoapi

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

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DCNv2

Deformable Convolutional Networks v2 with Pytorch

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deep-high-resolution-net.pytorch

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

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Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

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detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

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faster_rcnn

Faster R-CNN

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HeadHunter

Code for the head detector (HeadHunter) proposed in our CVPR 2021 paper Tracking Pedestrian Heads in Dense Crowd.

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maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

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mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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resume

My resume, generated with moderncv

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SparseR-CNN

End-to-End Object Detection with Learnable Proposal

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stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

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TrackEval

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

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