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awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-super-resolution

Collect super-resolution related papers, data, repositories

basicsr

Basic Super-Resolution Toolbox, including SRResNet, SRGAN, ESRGAN, etc.

biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

compare_gan

Compare GAN code.

cross-scale-non-local-attention

PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020).

cross-view

[CVPR'21] Projecting Your View Attentively: Monocular Road Scene Layout Estimation via Cross-view Transformation

deblurganv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

edvr

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks

efficientnet-pytorch

A PyTorch implementation of EfficientNet

epro-pnp

[CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution (Third Region)

fast_blind_video_consistency

Learning Blind Video Temporal Consistency (ECCV 2018)

han

PyTorch code for our ECCV 2020 paper "Single Image Super-Resolution via a Holistic Attention Network"

hornet

[NeurIPS 2022] HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions

keras-resnet

Residual networks implementation using Keras-1.0 functional API

magenta

Magenta: Music and Art Generation with Machine Intelligence

meta-learning-papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

mono-semantic-maps

mzsr

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

ofa

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

program

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

rdn

Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)

reasoning-rcnn

Reasoning-RCNN: Unifying Adaptive Global Reasoning into Large-scale Object Detection (CVPR2019 Oral)

rgbd_semantic_segmentation_pytorch

PyTorch Implementation of some RGBD Semantic Segmentation models.