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knowledge-distillation-for-super-resolution

ICIP 2020, FAKD: Feature-Affinity Based Knowledge Distillation for Efficient Image Super-Resolution

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

lapsrn

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution (CVPR 2017)

lasagne

Lightweight library to build and train neural networks in Theano

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

ldl

Official implementation of the paper 'Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution' in CVPR 2022

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcode2019

Leetcode Solution

liteflownet

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR18 (Spotlight)

lptn

Official implementation of the paper 'High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network' in CVPR 2021

lrtd-destriping

The implementation code of MSI or HSI destriping

machine-learning-course

:speech_balloon: Machine Learning Course with Python. Refer to the course page for step-by-step explanations.

machinelearningbook

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

mm-realsr

Codes for "Metric Learning based Interactive Modulation for Real-World Super-Resolution"

mmsr

Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.

mnn

MNN is a lightweight deep neural network inference engine.

mobilestylegan.pytorch

An official implementation of MobileStyleGAN in PyTorch

motionblur

Generate authentic motion blur kernels (point spread functions) and apply them to images. Fast and Simple.

mprnet

Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for image deblurring, deraining, and denoising.

mrefsr

LMR: A Large-Scale Multi-Reference Dataset for Reference-based Super-Resolution

mrvsr

msg-stylegan-tf

MSG StyleGAN in tensorflow

mwcnn

Multi-level Wavelet-CNN for Image Restoration

nafnet

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

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

natsr

Natural and Realistic Single Image Super-Resolution with Explicit Natural Manifold Discrimination (CVPR, 2019)

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

neural-image-assessment

Implementation of NIMA: Neural Image Assessment in Keras