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lightweightcnn

small models for image classification and detection

likelyzhao.github.io

maskrcnn-benchmark

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

mobilenet-ssd

Caffe implementation of Google MobileNet SSD detection network, with pretrained weights on VOC0712 and mAP=0.727.

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

models

Models and examples built with TensorFlow

motion_estimation

mxnet

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

mxnet-rc3d

RC3D with MxNet

mxnet_video_trainer

simple training system for video training

myvim

myvim configration

netvlad-mxnet

NetVlad layer with MxNet

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

open-reid

Open source person re-identification library in python

opendit

OpenDiT: An Easy, Fast and Memory-Efficient System for DiT Training and Inference

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

peron_attribute

training person attribute with mxnet

preparedata

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware.

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pytracking

Visual tracking library based on PyTorch.

qpcm-toolbox

quantized_distillation

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

r-c3d

code for R-C3D

rcnn

MX-RCNN

refinedet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

refinedet_pytorch_dist

reinforcement-learning-algorithms

This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, A3C, PPO, TRPO. (More algorithms are still in progress)

rl-multishot-reid

Multi-shot Pedestrian Re-identification via Sequential Decision Making (CVPR2018)

rl-tensorflow

RL learning with tensorflow