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ai-research-tools

:hammer:AI 方向好用的科研工具

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

c3d

C3D is a modified version of BVLC caffe to support 3D ConvNets.

carn-pytorch

Official implementation of Efficient Cascading Residual Network for SR

convnetdraw

Draw multi-layer neural network in your browser

d3dnet

Repository for "Deformable 3D Convolution for Video Super-Resolution", SPL, 2020

deformable-3d-convnets

Deformable 3D ConvNets for Action Recognition

deformable-cnn-2d-3d

deformable-convnets

Deformable Convolutional Networks

deformable-convolution-pytorch

PyTorch implementation of Deformable Convolution

deformable-convolution-v2-pytorch

Deformable ConvNets V2 (DCNv2) in PyTorch

dr.sure

🏫DeepLearning学习笔记以及Tensorflow使用心得笔记。Dr. Sure会不定时往项目中添加他看到的最新的技术，欢迎批评指正。

ds-cnn

dsrn

Implementation for our CVPR 2018 paper

edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

efficient-pytorch

My best practice of training large dataset using PyTorch.

espcn

A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

ffmpeg-debug-qp

FFmpeg Debug Script for QP Values

frvsr

Frame-Recurrent Video Super-Resolution (official repository)

gitfiti

abusing github commit history for the lulz

gitlhevcanalyzer

Gitl HEVC/H.265 Analyzer based on Qt. Custom filters supported.

gnnpapers

Must-read papers on graph neural networks (GNN)

gource

software version control visualization

handiwork

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

meta-learning-codebrim

Open-source code for our CVPR19 paper "Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset".

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

mmdetection

Open MMLab Detection Toolbox with PyTorch 1.0