blackmarble-2018 / building-detectionLinks
Experimenting with convolutional neural networks (CNN) to detect buildings in satellite imagery
☆12Updated 7 years ago
Alternatives and similar repositories for building-detection
Users that are interested in building-detection are comparing it to the libraries listed below
Sorting:
- Experiments to detect and classify residential buildings from satellite images☆33Updated 5 years ago
- ☆32Updated last year
- 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
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆137Updated 5 years ago
- NGA Deep Learning☆28Updated 4 years ago
- Deep learning courses and projects☆95Updated 7 years ago
- ☆129Updated 6 years ago
- Codebase for land cover classification with U-Net☆24Updated 6 years ago
- GeoTile is the python library for tiling the geographic raster data (eg. Tiff etc)☆90Updated last year
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆161Updated 2 years ago
- All the files mentioned in the article on Towards Data Science Neural Network for Landsat Classification Using Tensorflow in Python | A s…☆72Updated 5 years ago
- Source code and files mentioned in the medium post titled "Is CNN equally shiny on mid-resolution satellite data?" available at https://t…☆50Updated 4 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆88Updated 8 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆67Updated 5 years ago
- Agricultural Monitoring exploiting Sentinel 1 and Sentinel 2. SandboxNL contains detailed explanations about the creation and usage of th…☆22Updated 4 years ago
- An open-source semi-automated processing chain for urban OBIA classification.☆75Updated 5 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆94Updated 2 years ago
- Machine Learning for Earth Observation Training of Trainers Bootcamp☆102Updated 3 years ago
- ☆52Updated 2 years ago
- Using CNNs and Sentinel-2 satellite data to predict landslides☆96Updated 4 years ago
- Sample scripts and notebooks on processing satellite imagery Python Geospatial raster☆202Updated 5 months ago
- Deep learning applied to georeferenced datasets☆186Updated this week
- Index of Sentinel-2 scene boundaries and name☆89Updated 9 years ago
- The scripts of a 3 month project at the Indian Space Research Organisation,Dehradun. The scripts contain code for a U-Net model for Satel…☆25Updated 5 years ago
- Flood Detection with Google Earth Engine☆89Updated 4 years ago
- Road Detection from satellite images using U-Net.☆58Updated last year
- Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.☆204Updated 2 years ago
- Examples of Earth observation workflows that extract valuable information from satellite imagery, giving you hints and ideas how to use t…☆49Updated 3 months ago
- Experiments with satellite image data☆123Updated 6 years ago
- Extra documentation about using ODC with Jupyter Notebooks☆76Updated 4 years ago