dunazo

2021ZODIAC

2021珠海数据开放创新应用大赛(卫星遥感数据分析)

3DCAE-hyperspectral-classification

Unsupervised Spatial-Spectral Feature Learning by 3-Dimensional Convolutional Autoencoder for Hyperspectral Classification

Attention_UNet

Raw implementation of attention gated U-Net by Keras

Augmentor

Image augmentation library in Python for machine learning.

autoencoder_hyperspectral

I will be implementing convolutional autoencoder on Indian pines dataset and will try and keep some noise in the unlabelled batches

benchmarking-gnns

Repository for benchmarking graph neural networks

BiSeNet-Implementation

Here is a tutorial on how to implement a research Paper with Keras

BiSeNet-Keras-Cityscapes

This repo is an implementation of BiSeNet. But it still has some differences compared with the author's.

mining-discovery-with-deep-learning

Mining and tailings dam detection in satellite imagery using deep learning

notes-python

中文 Python 笔记

dunazo/2021ZODIAC

2021珠海数据开放创新应用大赛(卫星遥感数据分析)

dunazo/CLIP-Guided-Diffusion

Just playing with getting CLIP Guided Diffusion running locally, rather than having to use colab.

dunazo/Color_Unmixing_Based_Soft_Segmentation

Image Manipulation App

dunazo/ContrastNet-Unsupervised-Feature-Learning-by-Autoencoder-and-Prototypical-Contrastive-Learning

Hyperspectral Classification

dunazo/data-science-competition

该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

dunazo/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

dunazo/Deep-learning-teaching

Deep learning courses for postgraduates

dunazo/dscn

dunazo/FNNC_unmixing

基于高光谱图像像元的特殊性质，使用循环神经网络结合一维卷积网络配合链式分类器实现解混

dunazo/focal-loss-keras

Binary and Categorical Focal loss implementation in Keras.

dunazo/globalirrigationmap

Code for ML model for global irrigation

dunazo/hyperspectral-images

Processing of HSIs: spectral unmixing and classification.

dunazo/HyperspectralAnalysisIntroduction

Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook

dunazo/Keras-Semantic-Segmentation

Keras-Semantic-Segmentation

dunazo/Loss-Functions-Package-Tensorflow-Keras-PyTorch

Loss function Package Tensorflow Keras PyTOrch

dunazo/mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

dunazo/NEON-Data-Skills

Self-paced tutorials that review key data literacy concepts and data analysis skills. Published materials can be found at:

dunazo/Nonlinear-Hyperspectral-Unmixing-Autoencoder

An autoencoder that performs nonlinear pixel unmixing on hyperspectral images (based on the Fan, Bilinear, PPNM models, and also higher order nonlinear terms)

dunazo/pytorch-tutorial

PyTorch深度学习快速入门教程（绝对通俗易懂！）

dunazo/sacnn

dunazo/Satellite_ComputerVision

Repository containing code used to produce computer vision models that can identify infrastructure in publicly available satellite imagery using Google Earth Engine and Tensorflow.

dunazo/SC505_Hyperspectral_Unmixing_Project

dunazo/seg-for-fun

dunazo/SegFormer

Official PyTorch implementation of SegFormer

dunazo/segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

dunazo/segmentation_shengteng2021

2021“昇腾杯”遥感影像智能处理算法大赛——语义分割赛道，冠军方案

dunazo/SenseEarth2020-ChangeDetection

1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime

dunazo/spider

爬豆瓣电影top250

dunazo/SUnCNN

Sparse Unmixing Using Unsupervised Convolutional Neural Network

dunazo/VQGAN-CLIP

Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.