Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun.
☆505Dec 8, 2022Updated 3 years ago
Alternatives and similar repositories for images-to-osm
Users that are interested in images-to-osm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Mask-RCNN baseline for the crowdAI Mapping Challenge☆263Apr 14, 2021Updated 5 years ago
- Mask R-CNN in GRASS GIS☆41Dec 31, 2020Updated 5 years ago
- Change Detector from Image to Vector - This project is about finding changes in vector data from orthophotos (i.e. aerial imagery) using …☆20Oct 8, 2024Updated last year
- Data Preparation for Satellite Machine Learning☆469Oct 3, 2023Updated 2 years ago
- Deep networks for Earth Observation☆484Oct 23, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Train a deep learning net with OpenStreetMap features and satellite imagery.☆1,329Mar 13, 2017Updated 9 years ago
- Open solution to the Mapping Challenge☆387Mar 22, 2021Updated 5 years ago
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆82Mar 24, 2023Updated 3 years ago
- Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymy…☆262Jul 22, 2021Updated 4 years ago
- An open source library and framework for deep learning on satellite and aerial imagery.☆2,222Jun 4, 2026Updated 3 weeks ago
- [DEPRECATED] Data pipeline for machine learning with OpenStreetMap☆168Oct 12, 2018Updated 7 years ago
- Building detector algorithms from second SpaceNet Challenge☆194Jun 18, 2020Updated 6 years ago
- Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine lear…☆247Jul 2, 2019Updated 6 years ago
- ☆15Oct 6, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow☆25,564Jun 7, 2024Updated 2 years ago
- Using convolutional neural networks to pre-classify images for the humanitarian openstreetmap team (HOT & mapgive).☆43Apr 1, 2018Updated 8 years ago
- Implementation of pansharpening and multispectral images fusion algorithms based on the wavelet transform calculated by the à trous algor…☆12Jul 2, 2020Updated 5 years ago
- Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds☆2,056Jun 17, 2026Updated last week
- Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge☆163Jun 9, 2018Updated 8 years ago
- Segmenting center pivot agriculture to monitor crop water use in drylands with Mask R-CNN and Landsat satellite imagery☆33Feb 7, 2022Updated 4 years ago
- Hierarchically Fused Fully Convolutional Network for Robust Building Extraction ACCV 2016☆32Aug 12, 2023Updated 2 years ago
- Earth observation processing framework for machine learning in Python☆1,236Jan 15, 2026Updated 5 months ago
- GBDX Stories notebooks.☆31Nov 10, 2017Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Complementarity Between Sentinel-1 and Landsat 8 Imagery for Built-Up Mapping in Sub-Saharan Africa☆23Mar 6, 2019Updated 7 years ago
- 🛰️ List of satellite image training datasets with annotations for computer vision and deep learning☆3,899Jul 14, 2022Updated 3 years ago
- Starter kit for getting started in the crowdAI Mapping Challenge☆39May 7, 2018Updated 8 years ago
- A collection of Machine Learning Tools for object detection and classification on DG imagery.☆81Feb 11, 2021Updated 5 years ago
- A web mapping app to test, tweak and train the land cover classification from a deep neural network model built by @microsoft☆14May 24, 2018Updated 8 years ago
- USSOCOM Urband 3D mapper Marathon Match☆44Jul 6, 2021Updated 4 years ago
- DroneDeploy Machine Learning Segmentation Benchmark☆232Aug 23, 2022Updated 3 years ago
- Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery…☆282Jul 25, 2019Updated 6 years ago
- Training and test the SegNet neural network on satellite imagery☆204May 2, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Swiss Data Cube repository☆15May 21, 2021Updated 5 years ago
- CosmiQ Works Geospatial Machine Learning Analysis Toolkit☆444Oct 21, 2025Updated 8 months ago
- 🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.☆396Aug 30, 2020Updated 5 years ago
- cuSTARFM is a GPU-enabled Spatial and Temporal Adaptive Reflectance Fusion Model (STARFM)☆72Jun 1, 2021Updated 5 years ago
- MUltiband Satellite Imagery for object Classification (MUSIC) to detect Photovoltaic Power Plants☆17Jan 26, 2018Updated 8 years ago
- [ISPRS 2024] LoveNAS: Towards Multi-Scene Land-Cover Mapping via Hierarchical Searching Adaptive Network☆33Dec 1, 2024Updated last year
- Master thesis Ondřej Pešek 2018☆21Jun 21, 2018Updated 8 years ago