lauraset Goto Github PK

aerial_mtl

PyTorch implementation for multi-task learning with aerial images for the datasets: IEEE Data Fusion Contest 2018 (DFC2018) and ISPRS-Vaihingen.

amazing-semantic-segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

awesome-building-detection-datasets

collections of building detection datasets

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

awesome-satellite-imagery-datasets

List of satellite image training datasets with annotations for computer vision and deep learning

awesome-weakly-supervised-semantic-segmentation

A comprehensive list of weakly supervised semantic segmentation (WSSS) works from 2014 to 2022.

bilateralfilter

building_height

buildingheightmodel

caffe

Caffe: a fast open framework for deep learning.

caffe-model-zoo

caffe pretrained models and prototxt

cdnet

matcovnet for cd

change-detection-review

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

changestar

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002

coarse-to-fine-weakly-supervised-gpc-segmentation

compare_gan

Compare GAN code.

crcpython

Image Analysis, Classification and Change Detection in Remote Sensing

crop-type-mapping

Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification

croprectanglesmex

MATLAB function to crop patches from an image on a GPU

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

cupy

NumPy & SciPy for GPU

cyclegan

Describing CycleGAN (excerpt from CADL course on Kadenze, Inc.)

cyclegan-1

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

deep-residual-networks

Deep Residual Learning for Image Recognition

deep_learning_object_detection

A paper list of object detection using deep learning.

deeplearning

Some practices about deep learning

destruction-detection-in-satellite-imagery

Detection of destruction in satellite imagery

easycharts

Excel Chart Plugin

envi_idl_code

some useful idl code for batch processing remote sensing images

esa-worldcover-datasets

Documents and tutorials regarding the ESA WorldCover datasets