venkanna37

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

osmnx

OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.

UNet-family

Paper and implementation of UNet-related model.

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

osmnx-examples

Gallery of OSMnx tutorials, usage examples, and feature demonstations.

earthengine-py-notebooks

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

MixNMatch

Pytorch implementation of MixNMatch

awesome-sar

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

MathInspector

A visual programing environment for scientific computing with python

awesome-spectral-indices

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

awesome-geospatial-companies

:globe_with_meridians: List & Map of 700+ companies for geospatial jobs (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)

rgee

Google Earth Engine for R

qgis-earthengine-plugin

Integrates Google Earth Engine and QGIS using Python API

deep_learning_with_noisy_labels_literature

This repo consists of collection of papers and repos on the topic of deep learning by noisy labels / label noise.

Fmask

The software called Fmask (Function of mask) is used for automated clouds, cloud shadows, and snow masking for Landsats 4-8 and Sentinel 2 images.

sr4rs

Super resolution for remote sensing

prosail

Python bindings for the PROSAIL canopy reflectance model

pcse_notebooks

A collection of Jupyter notebooks that demonstrate usage of PCSE

Smoke-semantic-segmentation

Smoke detection via semantic segmentation using Baseline U-Net model & LinkNet and image augmentation

SpaceNet_SAR_Buildings_Solutions

The winning solutions for the SpaceNet 6 Challenge

Counting-Trees-using-Satellite-Images

This study investigates the aspect of localizing and counting trees using satellite images to create an inventory of incoming and outgoing trees for an annual tree inspections.

satellite-cloud-removal-dip

Satellite cloud removal with Deep Image Prior.

WOFOST_crop_parameters

Parameter sets for the WOFOST crop simulation model implemented in YAML

Easy-Leaf-Area

DL-L8S2-UV

Cloud masking for Landsat-8 & Sentinel-2

ai-challenge-trees

Official repository for the "Identifying trees on satellite images" challenge from Omdena <> Ciencia & Datos

Zonal-Statistics

GEE, an open-source platform, for fast computation to Spatio-temporal analysis of satellite data.

AIAIA

AI-Assisted-Imagery-Analysis - the project was funded by Microsoft AI for Earth and Global Wildlife Conservation. Project output: https://ai4earth-wildlife-web.surge.sh/