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roadmap-of-dl-and-ml

Roadmap of DL and ML, some courses, study notes and paper summary

rpg_esim

ESIM: an Open Event Camera Simulator

rpg_timelens

Repository relating to the CVPR21 paper TimeLens: Event-based Video Frame Interpolation

rpg_vid2e

Open source implementation of CVPR 2020 "Video to Events: Recycling Video Dataset for Event Cameras"

rrin

PyTorch Implementation of "Video Frame Interpolation via Residue Refinement"

scalable-near-lossless-image-compression

Source code of CVPR 2021 paper "Learning Scalable ℓ∞-constrained Near-lossless Image Compression via Joint Lossy Image and Residual Compression".

sdts

TensorFlow implementation of SDTS in IEEE International Conference on Image Processing (ICIP) 2019

self-supervised-photo

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

selflow

SelFlow: Self-Supervised Learning of Optical Flow

semantic-segmentation

Improving Semantic Segmentation via Video Propagation and Label Relaxation

sepconv

An implementation of Adaptive Separable Convolution for Video Frame Interpolation

sepconv-ios

CoreML+Metal implementation of "Video Frame Interpolation via Adaptive Separable Convolution"

single-image-super-resolution

A collection of high-impact and state-of-the-art SR methods

slimcae

Slimmable Compressive Autoencoders for Practical Neural Image Compression

slowflow

Slow Flow: Generating Optical Flow Reference Data

slowmovideo

Official slowmoVideo repository

softmax-splatting

an implementation of softmax splatting for differentiable forward warping using PyTorch

spinalcodes_gnuradio_video

splatting

spynet

Spatial Pyramid Network for Optical Flow

srflow

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

srvc

Implementation of the "Efficient Video Compression via Content-Adaptive Super-Resolution" paper in Tensorflow.

stdf-pytorch

PyTorch implementation of "Spatio-Temporal Deformable Convolution for Compressed Video Quality Enhancement", AAAI 2020.

stylegan

StyleGAN - Official TensorFlow Implementation

stylegan2

StyleGAN2 - Official TensorFlow Implementation

super-resolution

collection of super-resolution models & algorithms

super-resolution.benckmark

Benchmark and resources for single super-resolution algorithms

super-slomo

PyTorch implementation of Super SloMo by Jiang et al.

super_resolution_survey

A survey of recent application of deep learning on super-resolution tasks

synsin

View synthesis for the public.