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mobilefacenet_pytorch

MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices

mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

mobilenetv3-ssd

MobileNetV3-SSD for object detection and implementation in PyTorch

model-compression

model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for binary value of feature(A))

models

Models and examples built with TensorFlow

mozjpeg

Improved JPEG encoder.

mtcnn_mnn_android

multitrident

I combine trident net and refinedet to detect objects of different scales at the same time in one forward propagation

nlp-pytorch-zh

《Natural Language Processing with PyTorch》中文翻译

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

online-realtime-action-recognition-based-on-openpose

A skeleton-based real-time online action recognition project, classifying and recognizing base on framewise joints, which can be used for safety surveilence.

opencv

Open Source Computer Vision Library

plants_disease_detection

Ai Challenger 2018 Competitions 农作物病害检测

pngquant

Lossy PNG compressor — pngquant command based on libimagequant library

poolnet

Code for our CVPR 2019 paper "A Simple Pooling-Based Design for Real-Time Salient Object Detection"

posterrater

The project is to evaluate the poster considering the collocation and layout of decorations & background

psenet.pytorch

A pytorch re-implementation of PSENet: Shape Robust Text Detection with Progressive Scale Expansion Network

pysot

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-experiments-template

A pytorch based classification experiments template

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-liteflownet

a reimplementation of LiteFlowNet in PyTorch that matches the official Caffe version

pytorch-openpose

pytorch implementation of openpose including Hand and Body Pose Estimation.

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

pytorch_tricks

some tircks for PyTorch

real-time-emotional-recognition-with-deep-learning

Real Time Facial Emotion Recognition Using Deep Convolutional Neural Net

remote-sensing-image-semantic-segmentation

The project uses Unet-based improved networks to study Remote sensing image semantic segmentation, which is based on keras.

rethinking-image-mixture-for-unsupervised-learning

Rethinking Image Mixture for Unsupervised Visual Representation Learning

rfsong-7993

设计的轻量级RFB进行行人检测，AP达到0.7993，参数量仅有3.1MB，200 FPS

rstnet

RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words (CVPR2021)