blackmarble-2018 / building-detection
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
- Experiments to detect and classify residential buildings from satellite images☆33Updated 5 years ago
- ☆30Updated 7 months ago
- Codebase for land cover classification with U-Net☆19Updated 6 years ago
- NGA Deep Learning☆27Updated 3 years ago
- Agricultural Monitoring exploiting Sentinel 1 and Sentinel 2. SandboxNL contains detailed explanations about the creation and usage of th…☆21Updated 3 years ago
- Deep Neural Network with keras(TensorFlow GPU backend) Python: Satellite-Image Classification☆37Updated 6 years ago
- ☆24Updated last month
- Materials for 1/21/21 DataPhilly workshop☆26Updated 4 years ago
- A web mapping app to test, tweak and train the land cover classification from a deep neural network model built by @microsoft☆13Updated 6 years ago
- An LSTM to generate a crop mask for Togo☆30Updated 4 years ago
- ☆13Updated 3 years ago
- Repository containing code used to produce computer vision models that can identify infrastructure in publicly available satellite imager…☆23Updated last month
- This repository explores object detection and building extraction from high resolution satellite imagery. With Object Based Image Analysi…☆7Updated 4 years ago
- Enhancement of MODIS NIDVI to 10m resolution using U-Net☆30Updated last year
- ☆51Updated last year
- Automated Building Detection using Deep Learning☆101Updated 3 months ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆66Updated 4 years ago
- This project is to identify buildings in satellite using Unet and masking method☆10Updated 6 years ago
- Building Segmentation from Fused Satellite and Aerial Imagery Datasets using U-Net in FastAI☆14Updated 5 years ago
- Object-based land cover classification with Support Vector Machine for Google Earth Engine☆33Updated 6 years ago
- Using GEE to collect and discover land surface temperature data over European river basins.☆35Updated 3 weeks ago
- U-Net semantic segmentation for satellite imagery☆27Updated last year
- Convolutional NN for change detection☆23Updated 5 years ago
- notebooks on deep learning for satellite imagery☆15Updated 6 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…☆49Updated 3 years ago
- A community-driven effort to make examples, user-defined processes and code snippets available in a single place.☆44Updated last week
- Using Satellite Imagery to detect ships (Basic Object Detection)☆15Updated 5 years ago
- This repository cointains the source code of the 'pyrsgis' Python package.☆35Updated last year
- Satellite image processing pipeline to classify land-cover and land-use☆80Updated 7 years ago
- Bridging Earth Observation data and Machine Learning in Python☆44Updated 2 years ago