DRleavealRD

easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

prototypical-networks

Code for the NeurIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

DG-PHM

This is a reposotory that includes paper、code and datasets about domain generalization-based fault diagnosis and prognosis. (基于领域泛化的故障诊断和预测，持续更新)

C2N

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

SCNet

The official PyTorch implementation of CVPR 2020 paper "Improving Convolutional Networks with Self-Calibrated Convolutions"

MAFNet

Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising, IEEE JSTARS 2023

TLC

Test-time Local Converter

FreePAC

科学上网/翻墙梯子/自由上网/SS/SSR/V2Ray/Brook 搭建教程 免费机场、VPN工具、极光、魔法上网

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

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), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

paper-reading

深度学习经典、新论文逐段精读

chatgpt-vercel

Elegant and Powerfull. Powered by OpenAI and Vercel.

EDSR-PyTorch

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

patch2pix

Patch2Pix: Epipolar-Guided Pixel-Level Correspondences [CVPR2021]

OpenGlue

Open Source Graph Neural Net Based Pipeline for Image Matching

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

PyTorch_Tutorial

《Pytorch模型训练实用教程》中配套代码

NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

matchNetPytorch

reproduction of matchNet using pytorch,

hpatches-dataset

HPatches: Homography-patches dataset.

Innovation-Data-Processing-Scripts

A shared repository for data cleaning scripts used for innovation data.

d2-net

D2-Net: A Trainable CNN for Joint Description and Detection of Local Features

Key.Net_PyTorch

[Reproduce] KeyNet (Barroso-Laguna et al. ICCV 2019) implementation using PyTorch. (Unofficial)

SuperPointPretrainedNetwork

PyTorch pre-trained model for real-time interest point detection, description, and sparse tracking (https://arxiv.org/abs/1712.07629)

pytorch-superpoint

Superpoint Implemented in PyTorch: https://arxiv.org/abs/1712.07629

SuperPoint

Efficient neural feature detector and descriptor