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10 search results found

Images To Osm ⭐ 478

Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun.

Geospatial Machine Learning ⭐ 196

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Experiments with satellite image data

U Net Satellite ⭐ 51

Road Detection from satellite images using U-Net.

Ml_objectdetection_cafo ⭐ 48

Repository containing model development, training, and execution for the CAFO satellite imagery detection process.

Land Cover Analysis ⭐ 35

Land Cover Change Detection using Satellite Image Segmentation.

Unstructured Change Detection Using Cnn ⭐ 34

Unstructured Change detection in satellite imagery

Crop Yield Prediction Using Satellite Imagery ⭐ 23

Deep_typhoon ⭐ 20

Analysis satellite images of typhoons in deep-learning (CNN).

Framework for Image Segmentation/Classification of Satellite Images

Super Resolution for Satellite Imagery

Object-based CNN

Deep Cnn Sat Image Time Series ⭐ 8

Deep CNN and RNN for Satellite Image Time Series

Enhance low resolution image using Convolutional Neural Nets. My solution to European Space Agency's one of its many contest.

Exploiting ConvNet Diversity for Flooding Identification -- Flood Detection in Satellite Images [FDSI] -- [2017 Multimedia Satellite Task]

Roadsegmentation ⭐ 7

Segmenting satellite images of earth : determining which parts are roads.

Geo Deeplearning ⭐ 6

A list of papers, resources, datasets and code on Deep Learnig applications in Satellite imagery

Satellite_imagery_ml ⭐ 5

Semantic_segmentation_satellite_image ⭐ 5

This repository contains all the codes and data for semantic geologic segmentation of Landsat 8 images

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