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15 search results found

Coastsat ⭐ 592

Global shoreline mapping tool from satellite imagery

Hyperspectral_image_analysis_simplified ⭐ 77

The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.

Amber Methodology ⭐ 44

How to use machine learning to find interesting places on satellite maps

Coastsat.slope ⭐ 31

Beach-face slope estimation from satellite-derived shorelines, extension of the CoastSat toolbox.

Crop Classification ⭐ 19

crop classification using deep learning on satellite images

Python For Remote Sensing ⭐ 15

python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.

Satellite_leak_detection ⭐ 11

Detect water leaks from satellite images using machine learning

Satsense ⭐ 10

Satsense is a Python library for land use/cover classification using satellite imagery

Urbanization Change Detection ⭐ 9

Urbanization detection using computer vision algorithms to reduce the reliance on the data of government surveys, which will speed up the policy making process.

Aerial Imagery ⭐ 8

Data Science Research Project: Map poverty using satellite images.

Satellite Imagery Analysis Of Vegetation In Southern Pakistan ⭐ 7

This repository contains a study how we can examine the vegetation cover of a region with the help of satellite data. The notebook in this repository aims to familiarise with the concept of satellite imagery data and how it can be analyzed to investigate real-world environmental and humanitarian challenges.

2017summer_duke ⭐ 6

Deep learning based semantic segmentation on satellite images

Object_detection_satellite_imagery_yolov8_dior ⭐ 6

Building a Yolov8n model from scratch and performing object detection in optical remote sensing images and videos.

Pool Detection ⭐ 6

Detecting pools in satellite images

Vec2instance ⭐ 5

This repository provides an implementation of Vec2Instance over the SpaceNet challenge AOI 2 (Vegas) building footprint dataset. Vec2Instance provides a framework for parametrization of instances, allowing convolutional neural networks to efficiently estimate the complex shapes of instances around their centroids.

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