Giters
Zhang Liliang (zhangliliang)

zhangliliang

Geek Repo

102

followers

9

following

111

stars

Company:DJI

Location:Shenzhen

Github PK Tool:Github PK Tool

Zhang Liliang's starred repositories

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Language:PythonLicense:NOASSERTIONStargazers:82919Issues:1740Issues:45600

caffe

Caffe: a fast open framework for deep learning.

Language:C++License:NOASSERTIONStargazers:34073Issues:2093Issues:4797

mmdetection

OpenMMLab Detection Toolbox and Benchmark

Language:PythonLicense:Apache-2.0Stargazers:29300Issues:372Issues:8329

Detectron

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

Language:PythonLicense:Apache-2.0Stargazers:26250Issues:940Issues:926

mxnet

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

Language:C++License:Apache-2.0Stargazers:20772Issues:1068Issues:9563

maskrcnn-benchmark

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

Language:PythonLicense:MITStargazers:9291Issues:177Issues:1063

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

Language:PythonLicense:BSD-3-ClauseStargazers:8344Issues:100Issues:1183

CenterNet

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

Language:PythonLicense:MITStargazers:7265Issues:113Issues:1002

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

Language:PythonLicense:GPL-3.0Stargazers:5307Issues:95Issues:307

SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

Language:PythonLicense:MITStargazers:3465Issues:94Issues:202

FCOS

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

Language:PythonLicense:NOASSERTIONStargazers:3269Issues:59Issues:378

pytracking

Visual tracking library based on PyTorch.

Language:PythonLicense:GPL-3.0Stargazers:3212Issues:83Issues:407

simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

Language:PythonLicense:Apache-2.0Stargazers:3085Issues:119Issues:256

edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

Language:PythonLicense:NOASSERTIONStargazers:2505Issues:70Issues:174

CenterNet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

Language:PythonLicense:MITStargazers:1861Issues:45Issues:146

SSD

High quality, fast, modular reference implementation of SSD in PyTorch

Language:PythonLicense:MITStargazers:1516Issues:24Issues:209

caffe-model

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

Language:PythonLicense:MITStargazers:1283Issues:109Issues:83

DaSiamRPN

[ECCV2018] Distractor-aware Siamese Networks for Visual Object Tracking

Language:PythonLicense:MITStargazers:1256Issues:57Issues:0

awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

Stargazers:841Issues:55Issues:0

KL-Loss

Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)

Language:PythonLicense:Apache-2.0Stargazers:714Issues:22Issues:36

Stereo-RCNN

Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)

Language:PythonLicense:MITStargazers:690Issues:27Issues:84

LIFT

Code release for the ECCV 2016 paper

Language:PythonStargazers:486Issues:57Issues:47

pytorch-sync-batchnorm-example

How to use Cross Replica / Synchronized Batchnorm in Pytorch

Stargazers:247Issues:5Issues:3

Siamese-RPN

Full reimplementation of siamese rpn, has 0.24 eao on vot2017.

Language:PythonLicense:MITStargazers:223Issues:14Issues:61

tf-lift

Tensorflow port of LIFT (ECCV 2016), with training code.

Language:PythonStargazers:197Issues:18Issues:52

py-R-FCN-multiGPU

Code for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe

Language:Jupyter NotebookLicense:MITStargazers:193Issues:17Issues:29

geodesc

Implementation of ECCV'18 paper - GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints

Language:PythonLicense:MITStargazers:192Issues:14Issues:12

neural-imaging

[CVPR'19, ICLR'20] A Python toolbox for modeling and optimization of photo acquisition & distribution pipelines (camera ISP, compression, forensics, manipulation detection)

Language:PythonStargazers:156Issues:11Issues:3

open-vot

Open source visual object tracking library in python

Language:PythonLicense:MITStargazers:84Issues:14Issues:12

approx-vision

Designing image processing hardware and software for computer vision

Language:C++License:MITStargazers:65Issues:9Issues:8