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automatic-image-colorization

Automatic image colorization with a deep convolutional neural network

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-deblurring

A curated list of resources for Image and Video Deblurring

awesome-deep-compression

Paper list of deep learning based image/video compression.

awesome-edge-detection-papers

:books: A collection of edge/contour/boundary detection papers and toolbox.

awesome-image-colorization

:books: A collection of Deep Learning based Image Colorization and Video Colorization papers.

awesome-parameter-efficient-transfer-learning

Collection of awesome parameter-efficient fine-tuning resources.

awesome-super-resolution

A curated list of awesome super-resolution resources.

awesome-super-resolution-1

Collect super-resolution related papers, data, repositories

bjontegaard_metric

Bjontegaard metric calculation. Include BD-PSNR and BD-rate

burst-denoising

camerasr

Camera Lens Super-Resolution in CVPR 2019

compressai

A PyTorch library and evaluation platform for end-to-end compression research

compression

Learned image compression

contourlet-cnn

An implementation of Contourlet-CNN based on PyTorch.

cvpr2022-low-level-vision

A Collection of Papers and Codes in CVPR2022 about low level vision

cvpr_2021_papers

CVPR2021最新论文汇总，主要包括：Transformer, NAS，模型压缩，模型评估，图像分类，检测，分割，跟踪，GAN，超分辨率，图像恢复，去雨，去雾，去模糊，去噪，重建等等

dan

This is an official implementation of Unfolding the Alternating Optimization for Blind Super Resolution

ddfnet

The official implementation of the CVPR2021 paper: Decoupled Dynamic Filter Networks

deep-exemplar-based-colorization

The source code of "Deep Exemplar-based Colorization".

deformable-kernels-for-video-denoising

An implement of paper Learning Deformable Kernels for Image and Video Denoising in PyTorch

deoldify

A Deep Learning based project for colorizing and restoring old images (and video!)

diffjpeg

dpdnn_pytorch

dpdnn_pytorch-1

dped

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

dpsr

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

escnet

Enhanced Separable Convolution Network for Lightweight JPEG Compression Artifacts Reduction

fft-conv-pytorch

Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.

gfn-ijcv