AhmedAhres / Satellite-Image-Classification
Machine Learning Project - Classifying Satellite Images using Convolutional Neural Networks
☆11Updated 6 years ago
Alternatives and similar repositories for Satellite-Image-Classification
Users that are interested in Satellite-Image-Classification are comparing it to the libraries listed below
Sorting:
- Land Cover Change Detection using Satellite Image Segmentation.☆50Updated 4 months ago
- Starter-pack for the AI4EO Air Quality and Health Challenge☆9Updated last year
- Deep Neural Network with keras(TensorFlow GPU backend) Python: Satellite-Image Classification☆37Updated 6 years ago
- Codebase for land cover classification with U-Net☆19Updated 6 years ago
- Deep learning for land cover mapping☆20Updated 3 years ago
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated last year
- Road Detection from Remote Sensing Imagery using Deep Learning Techniques☆18Updated 2 years ago
- A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images☆40Updated last year
- Cross-dataset Learning for Generalizable Land Use Classification (PyTorch)☆10Updated 2 years ago
- This repository contains the files for running the Patchify GUI.☆11Updated 3 years ago
- Estimate vegetation height from satellite images using deep learning.☆21Updated 2 years ago
- Segmentation of Satellite Images☆10Updated last year
- Building instance segmentation using Mask RCNN☆11Updated 7 years ago
- Satellite Image Augmetation with GANs☆19Updated 3 years ago
- Hyperspectral image generator with augmentation for Keras☆42Updated 9 months ago
- Here are the codes for the "Deep Forest classifier for wetland mapping using the combination of Sentinel-1 and Sentinel-2 data" paper.☆15Updated 3 years ago
- Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images☆19Updated 2 years ago
- An LSTM to generate a crop mask for Togo☆30Updated 4 years ago
- Code for journal paper "Deep Learning for Land Cover Change Detection".☆38Updated 4 years ago
- Detecting and Predicting Forest Cover Change in Pakistani Areas Using Remote Sensing Imagery☆30Updated 3 years ago
- Satellite Image Segmentation using Deep Learning☆10Updated 6 years ago
- Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".☆27Updated last year
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated last year
- Convolutional NN for change detection☆23Updated 5 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆74Updated 4 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆82Updated 7 years ago
- Buildings segmentation from satellite imagery and damage classification for each build☆26Updated 6 years ago
- A project to explore various satellite imagery classification techniques in remote sensing☆10Updated 7 years ago
- Satsense is a Python library for land use/cover classification using satellite imagery☆24Updated 4 years ago
- NASA SEES (2021): CNN Mosquito Detection Research☆12Updated 3 years ago