yangsiyu007 / SpaceNetExplorationLinks
A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from the SpaceNet Challenge.
☆110Updated 5 years ago
Alternatives and similar repositories for SpaceNetExploration
Users that are interested in SpaceNetExploration are comparing it to the libraries listed below
Sorting:
- Code for training and testing deep learning based land cover models.☆95Updated 2 years ago
- Deep learning applied to georeferenced datasets☆189Updated 3 weeks ago
- Land Cover Mapping☆202Updated 2 years ago
- Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery…☆281Updated 6 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆87Updated 8 years ago
- An open-source semi-automated processing chain for urban OBIA classification.☆75Updated 5 years ago
- Code for constructing the urban environments dataset and for land use classification via convolutional neural networks☆119Updated 7 years ago
- Image segmentations of trees outside forest☆173Updated 2 months ago
- Automated Building Detection using Deep Learning☆102Updated last year
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆85Updated 3 years ago
- Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)☆194Updated 4 years ago
- Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"☆109Updated 3 years ago
- Deep learning courses and projects☆95Updated 7 years ago
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆81Updated 2 years ago
- Deep learning with otb (mirror of https://forgemia.inra.fr/orfeo-toolbox/otbtf)☆168Updated 8 months ago
- Road network extraction from satellite imagery, with speed and travel time estimates☆71Updated 5 years ago
- The SpaceNet 7 Baseline Algorithm☆35Updated 5 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆68Updated 5 years ago
- Open dataset of machine extracted buildings in Uganda and Tanzania☆83Updated last year
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆80Updated 6 years ago
- This is a lightweight web-interface for creating and sharing vector annotations over satellite/aerial imagery scenes.☆288Updated 3 months ago
- Change Detection with Google Earth Engine Imagery☆139Updated 6 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆94Updated 3 years ago
- Collection of Remote Sensing Resources☆113Updated 3 weeks ago
- This repository is designated to detecting trucks using Sentinel-2 data.☆99Updated 5 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆109Updated 4 years ago
- Tree detection from aerial imagery in Python☆277Updated this week
- This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".☆95Updated 3 years ago
- DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding☆48Updated 4 years ago
- Water Detect Algorithm☆215Updated 9 months ago