kundun14

unet.cu

UNet diffusion model in pure CUDA

Attention-LSTMs

A set of notebooks that explores the power of Recurrent Neural Networks (RNNs), with a focus on LSTM, BiLSTM, seq2seq, and Attention.

smapr

An R package for acquisition and processing of NASA SMAP data

Rlintul

MIT_OCW_Linear_Algebra_18_06

IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)

phydrus

:sweat_drops: Python implementation of the HYDRUS-1D unsaturated zone model

prosail

Python bindings for the PROSAIL canopy reflectance model

FieldNBalance

Nitrogen balance model components and test procedures

emmeans

Estimated marginal means

CLSoilMaps

CLSoilMaps is a database of maps of soil physical and hydraulic properties for Chile.

dtwSat

Time-Weighted Dynamic Time Warping for satellite image time series analysis

xarray-spatial

Raster-based Spatial Analytics for Python

L1BSR

Self-Supervised SISR for Sentinel-2 L1B Imagery

ConvLSTM_pytorch

Implementation of Convolutional LSTM in PyTorch.

torchtest

Unit Testing for pytorch, based on mltest

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

multi-stage-convSTAR-network

[RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies

LabelMeAnnotationTool

Source code for the LabelMe annotation tool.

pretrained-backbones-unet

A PyTorch-based Python library with UNet architecture and multiple backbones for Image Semantic Segmentation.

OpenSfM

Open source Structure-from-Motion pipeline

CNN-LSTM_for_DSM

Using CNN-LSTM deep learning model for digital soil mapping. This is the code for paper "Zhang et al. A CNN-LSTM model for soil organic carbon content prediction with long time series of MODIS-based phenological variables"

LibMTL

A PyTorch Library for Multi-Task Learning

satellite_segmentation

pytorch,unet,aerial image,segnet,pspnet,satellite,segmentaion

satellite-image-classification-pytorch

Image classification on Satellite Dataset-RSI-CB256 with torchvision models.

a-change-detection-reality-check

Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.

labelme

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

time-series-autoencoder

PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series

Awesome-Precision-Agriculture

Advancement of UAV, deep Learning and cutting edged technologies and papers in Precision Agriculture.

train-object-detector-detectron2

voc2coco

Convert VOC format XMLs to COCO format json