treigerm / WaterNetLinks
A convolutional neural network that identifies water in satellite images.
☆250Updated 8 years ago
Alternatives and similar repositories for WaterNet
Users that are interested in WaterNet are comparing it to the libraries listed below
Sorting:
- ☆68Updated 8 years ago
- Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymy…☆262Updated 4 years ago
- Scripts for setting up the SpaceNet dataset for training a SegNet model☆43Updated 8 years ago
- ☆24Updated 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…☆250Updated 6 years ago
- Winning building footprint detector implementations from the SpaceNet challenges.☆156Updated 8 years ago
- Deep learning pipeline for orbital satellite data for detecting clouds☆301Updated 8 years ago
- A collection of Machine Learning Tools for object detection and classification on DG imagery.☆81Updated 4 years ago
- Training and test the SegNet neural network on satellite imagery☆206Updated 7 years ago
- General CLI for DeepCore☆15Updated 7 years ago
- [DEPRECATED] Data pipeline for machine learning with OpenStreetMap☆170Updated 6 years ago
- OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "…☆194Updated 2 years ago
- "Analyzing Satellite Images With Python Scientific Stack" by Milos Miljkovic☆76Updated 10 years ago
- Python Tools for processing Space Imagery☆38Updated 8 years ago
- Detect buildings in the Spacenet satellite imagery dataset using Single Shot MultiBox Detector (SSD)☆58Updated 8 years ago
- Kaggle DSTL Satellite Imagery Feature Detection☆207Updated 7 years ago
- Building detector algorithms from second SpaceNet Challenge☆194Updated 5 years ago
- GBDX Stories notebooks.☆31Updated 7 years ago
- The open source repository for the Kaggle Amazon forest devastation competition https://www.kaggle.com/c/planet-understanding-the-amazon-…☆127Updated 7 years ago
- Remote sensing datasets and sources.☆65Updated 7 years ago
- YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).☆123Updated 8 years ago
- Using A Segmentation Neural Net to map out flooded areas of Houston TX using satellite imagery☆27Updated 7 years ago
- Broad Area Satellite Imagery Semantic Segmentation☆24Updated 6 years ago
- Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge☆167Updated 7 years ago
- Using convolutional neural networks to pre-classify images for the humanitarian openstreetmap team (HOT & mapgive).☆44Updated 7 years ago
- Descartes Labs Python Client Library☆158Updated 3 months ago
- Examples of using Raster Vision on open datasets☆174Updated 5 years ago
- Code and models for the manuscript "Predicting Poverty and Developmental Statistics from Satellite Images using Multi-task Deep Learning"☆37Updated 7 years ago
- After a hurricane, roads are often flooded or washed out, making them treacherous for motorists. Using state of the art deep learning me…☆39Updated 7 years ago
- Baseline models, scoring, and inference for the xView 2018 Challenge (i.e., xview1)☆77Updated 7 years ago