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GIC-AIT's Projects

centroid-unet icon centroid-unet

Centroid-UNet is deep neural network model to detect centroids from satellite images.

coco-annotator icon coco-annotator

:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

dl-for-satellite-image-analysis icon dl-for-satellite-image-analysis

This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).

grass_opengeohub2021 icon grass_opengeohub2021

This repo holds the slides, data and code for the presentation "Analyzing space-time satellite data for disease ecology applications with GRASS GIS and R" at the OpenGeoHub Summer School 2021

intro-to-gee-and-application icon intro-to-gee-and-application

This tutorial includes introduction to fundamentals of Google Earth Engine (GEE) with Python and Applications (Case Studies) of GEE.

plitter icon plitter

pLitter is a standardized, deep learning friendly dataset and pre-trained model that can be used for detecting plastic litter in streets , road-sides, etc. Additionally, all supplementary codes related to this repository are also published here.

pyaez icon pyaez

PyAEZ is a python package consisted of many algorithms related to Agro-ecalogical zoning (AEZ) framework.

pysld icon pysld

The library is useful for generating the SLD file for raster as well as vector datasets. The package can generate 4 types of styles, Simple style, Categorized style, Classified style, Raster style.

sentinel5p-automated icon sentinel5p-automated

Automatic pipeline to download, process, and visualize Sentinel-5P data for pollution monitoring

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