Rottinson

transformers

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

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, ... 🧠

chatGPTBox

Integrating ChatGPT into your browser deeply, everything you need is here

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.

Deformable-ConvNets

Deformable Convolutional Networks

EDSR-PyTorch

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

Awesome-Super-Resolution

Collect super-resolution related papers, data, repositories

Smart_Construction

Base on YOLOv5 Head Person Helmet Detection on Construction Sites，基于目标检测工地安全帽和禁入危险区域识别系统，🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

Deformable-Convolution-V2-PyTorch

Deformable ConvNets V2 (DCNv2) in PyTorch

RCAN

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

vvenc

VVenC, the Fraunhofer Versatile Video Encoder

libbpg

libbpg (copy of the source code for easy access)

awesome-ncnn

😎 A Collection of Awesome NCNN-based Projects

Invertible-Image-Rescaling

[ECCV 2020, IJCV 2022] Invertible Image Rescaling

CAR

Content adaptive resampler for image downscaling

SCUT-HEAD-Dataset-Release

SCUT HEAD is a large-scale head detection dataset, including 4405 images labeld with 111251 heads.

DCNv2

Deformable Convolutional Networks v2 with Pytorch

MZSR

Meta-Transfer Learning for Zero-Shot Super-Resolution (CVPR, 2020)

SR-LUT

dcd

official code for dynamic convolution decomposition

alibabacloud-quantization-networks

alibabacloud-quantization-networks

Recent-Image-Quality-Related-Papers

A list of image quality related papers published in top conferences and journals

LinearityIQA

[official] Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment (ACM MM 2020)

rcan-it

Revisiting RCAN: Improved Training for Image Super-Resolution

InstaNAS

⚡️ [AAAI'20][ICML'19 AutoML] InstaNAS: Instance-aware Neural Architecture Search

DualCNN-TF

Tensorflow based Implementation of the CVPR2018 paper: Learning Dual Convolutional Neural Networks for Low-Level Vision

The-PaddleX-QT-Visualize-GUI

The-PaddleX-QT-Visualize-GUI

siti-tools

SI TI calculation tools

Content-Weighted-Image-Compression

PyTorch implementation of Learning Convolutional Networks for Content-Weighted Image Compression

MetaSR-PyTorch

PyTorch implements `Meta-SR: A Magnification-Arbitrary Network for Super-Resolution` paper