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johnqczhang's Projects

adelaidet icon adelaidet

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

bytetrack icon bytetrack

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

caffe icon caffe

Caffe: a fast open framework for deep learning.

centernet icon centernet

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

cocoapi icon cocoapi

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

dcnv2 icon dcnv2

Deformable Convolutional Networks v2 with Pytorch

deep-high-resolution-net.pytorch icon deep-high-resolution-net.pytorch

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

densepose icon densepose

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

densepose_installation icon densepose_installation

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

detectron icon detectron

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

detectron2 icon detectron2

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

fairmot icon fairmot

A simple baseline for one-shot multi-object tracking

headhunter icon headhunter

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

maskrcnn-benchmark icon maskrcnn-benchmark

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

mmtracking icon mmtracking

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

mxnet icon mxnet

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

py-faster-rcnn icon py-faster-rcnn

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

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

resume icon resume

My resume, generated with moderncv

sparser-cnn icon sparser-cnn

End-to-End Object Detection with Learnable Proposal

stanford_dl_ex icon stanford_dl_ex

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

trackeval icon trackeval

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

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