treigerm / WaterNet
A convolutional neural network that identifies water in satellite images.
☆249Updated 8 years ago
Alternatives and similar repositories for WaterNet:
Users that are interested in WaterNet are comparing it to the libraries listed below
- ☆68Updated 7 years ago
- Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymy…☆261Updated 3 years ago
- Scripts for setting up the SpaceNet dataset for training a SegNet model☆43Updated 8 years ago
- Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine lear…☆249Updated 5 years ago
- Deep learning pipeline for orbital satellite data for detecting clouds☆300Updated 8 years ago
- [DEPRECATED] Data pipeline for machine learning with OpenStreetMap☆170Updated 6 years ago
- Winning building footprint detector implementations from the SpaceNet challenges.☆157Updated 8 years ago
- Training and test the SegNet neural network on satellite imagery☆206Updated 6 years ago
- ☆24Updated 7 years ago
- Building detector algorithms from second SpaceNet Challenge☆192Updated 4 years ago
- A collection of Machine Learning Tools for object detection and classification on DG imagery.☆81Updated 4 years ago
- Descartes Labs Python Client Library☆158Updated last week
- OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "…☆194Updated 2 years ago
- General CLI for DeepCore☆15Updated 6 years ago
- Remote sensing datasets and sources.☆65Updated 7 years ago
- The open source repository for the Kaggle Amazon forest devastation competition https://www.kaggle.com/c/planet-understanding-the-amazon-…☆128Updated 6 years ago
- Python Tools for processing Space Imagery☆38Updated 7 years ago
- GBDX Stories notebooks.☆31Updated 7 years ago
- Easily interact with geospatial data, particularly Digitalglobe Imagery☆33Updated 4 years ago
- Data Preparation for Satellite Machine Learning☆465Updated last year
- "Analyzing Satellite Images With Python Scientific Stack" by Milos Miljkovic☆75Updated 10 years ago
- Examples of using Raster Vision on open datasets☆173Updated 4 years ago
- Code for constructing the urban environments dataset and for land use classification via convolutional neural networks☆114Updated 6 years ago
- Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge☆167Updated 6 years ago
- Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.☆228Updated 8 years ago
- YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).☆122Updated 7 years ago
- Tutorial of basic remote sensing and GIS methodologies using open source software (GDAL in Python or R)☆248Updated 5 years ago
- Detect buildings in the Spacenet satellite imagery dataset using Single Shot MultiBox Detector (SSD)☆57Updated 8 years ago
- Kaggle DSTL Satellite Imagery Feature Detection☆207Updated 6 years ago
- Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun.☆504Updated 2 years ago