Jessejx

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

paper-reading

深度学习经典、新论文逐段精读

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-image-prior

Image restoration with neural networks but without learning.

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

standard-readme

A standard style for README files

Excel2LaTeX

The Excel add-in for creating LaTeX tables

PyTorch-CycleGAN

A clean and readable Pytorch implementation of CycleGAN

AI-Paper-Collector

MLNLP社区用来更好进行论文搜索的工具。Fully-automated scripts for collecting AI-related papers

DRIT

Learning diverse image-to-image translation from unpaired data

wae

Wasserstein Auto-Encoders

Hyperspectral-Image-Super-Resolution-Benchmark

A list of hyperspectral image super-solution resources collected by Junjun Jiang

DeepHyperX

Deep learning toolbox based on PyTorch for hyperspectral data classification.

UPIT

A fastai/PyTorch package for unpaired image-to-image translation.

ADNet

Attention-guided CNN for image denoising(Neural Networks,2020)

wasserstein-auto-encoder

A brief tutorial on the Wasserstein auto-encoder

MoCo

A PyTorch implementation of MoCo based on CVPR 2020 paper "Momentum Contrast for Unsupervised Visual Representation Learning"

hif-benchmarking

🌇🌆 Benchmarking of Hyperspectral Image Fusion methods 🏙🌃

Image-classification-and-prediction-of-skin-cancer

皮肤癌图片分类和预测，kaggle数据集，基于pytorch,通过均衡采样，数据预处理，数据增强，densenet,adam优化器，交叉熵损失函数等技术。结果：precision0.9,recall0.85(仅训练4个周期）

Rotation-oriented-self-supervised

IEEE TMI 2021

DDPMFus

Shuaikai Shi, Lijun Zhang, Jie Chen, "Hyperspectral and Multispectral Image Fusion Using the Conditional Denoising Diffusion Probabilistic Model", arXiv:2307.03423

MIAE

Model Inspired Autoencoder for Unsupervised Hyperspectral Image Super-Resolution, TGRS, 2022

Flex-DLD-Deep-Low-rank-Decomposition-Model-with-Flexible-Priors-for-Hyperspectral-Image-Denoising-a

Flex-DLD: Deep Low-rank Decomposition Model with Flexible Priors for Hyperspectral Image Denoising and Restoration

Hunan-University-Hyperspectral-Image-Dataset

R2D2-GAN

‘‘R2D2-GAN: Robust Dual-Discriminator Generative Adversarial Network for Microscopy Hyperspectral Image Super-Resolution,’’ submitted to IEEE TRANSACTIONS ON MEDICAL IMAGING

IDNet_release

Codes related to the paper "Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing", IEEE TCI, 2023.

anomaly

SSL_intro

SSL algorithms slides including SimCLR, MoCo, BYOL and BarlowTwins.

MDF

A Truncated Matrix Decomposition for Hyperspectral Image Super-Resolution. IEEE Transactions on Image Processing, 2020.

hyperspectral-images-shadow-removal