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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))

modnet

A Trimap-Free Solution for Portrait Matting in Real Time

multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

network-slimming

Network Slimming (Pytorch) (ICCV 2017)

neural-architecture-search

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

neural-enhance

Super Resolution for images using deep learning.

online-visual-tracking-sota

opennars_googlecode

Automatically exported from code.google.com/p/open-nars

openpose

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

openpose-plus

High-Performance and Flexible Pose Estimation Framework using TensorFlow, OpenPose and TensorRT

opentracker

Real-time C++ ECO tracker etc. speed-up by SSE/NEON, support Linux, Mac, Jetson TX1/2, raspberry pi

ostrack

[ECCV 2022] Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework

paperwriting

person_reid_baseline_pytorch

A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

pose-tensorflow

Human Pose estimation with TensorFlow framework

poseestimationformobile

:dancer: Real-time single person pose estimation for Android and iOS.

preciseroipooling

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

py-cfnet

Python (Tensorflow) implementation of CFNet tracker

py-dslt

pytorch implementation of Shrinkage loss in our ECCV paper 2018: Deep regression tracking with shrinkage loss

pycftrackers

Python re-implementation of some correlation filter based tracker

pygoturn

PyTorch implementation of GOTURN object tracker: Learning to Track at 100 FPS with Deep Regression Networks (ECCV 2016)

pymatting

A Python library for alpha matting

pysot-toolkit

Python Single Object Tracking Evaluation

python-image-morpher

Python Image Morpher (PIM) is a program that blends images to your content!

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

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-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-openpose

pytorch implementation of openpose including Hand and Body Pose Estimation.