ShuLiu1993

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

detr

End-to-End Object Detection with Transformers

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

automl

Google Brain AutoML

ORB_SLAM3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

Yet-Another-EfficientDet-Pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

moco

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

OpenPCDet

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

AdelaiDet

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

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

pycls

Codebase for Image Classification Research, written in PyTorch.

RepDistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

shape_based_matching

try to implement halcon shape based matching, refer to machine vision algorithms and applications, page 317 3.11.5, written by halcon engineers

structure_knowledge_distillation

The official code for the paper 'Structured Knowledge Distillation for Semantic Segmentation'. (CVPR 2019 ORAL) and extension to other tasks.

TSD

1st place models in Google OpenImage Detection Challenge 2019

BorderDet

BorderDet: Border Feature for Dense Object Detection(ECCV2020 Oral)

SEPC

Scale-equalizing Pyramid Convolution for object detection(CVPR2020)

NAS-FCOS

NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)

DynamicRCNN

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training, ECCV 2020

apq

[CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy

Fast-AutoAug-Torch

nas-segm-pytorch

Code for Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells, CVPR '19

AutoTorch

AutoTorch, A HPO Toolkit