pyronear / pyro-vision
Computer vision library for wildfire detection π² Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)
β51Updated 5 months ago
Related projects: β
- β39Updated last year
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Fulβ¦β51Updated last year
- This easy-to-use library is a data transformer sometimes useful in Object Detection and Segmentation tasks. With only a few lines of codeβ¦β76Updated 2 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)β77Updated 5 years ago
- Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.β111Updated last year
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imageryβ15Updated 2 years ago
- Satellite Vu submission for the AWS Disaster Response hackathonβ49Updated 2 years ago
- A curated list of awesome things related to Climate change and AI.β49Updated last year
- Weights & Biases benchmark for drought predictionβ54Updated last month
- Object recognition in satellite images (Dior Dataset) using RetinaNet and YoloV5β18Updated 3 years ago
- Winners of the Open Cities AI Challenge competitionβ118Updated 11 months ago
- Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.β61Updated 2 years ago
- Winners of the Wind-dependent Variables: Predict Wind Speeds of Tropical Storms competitionβ23Updated last year
- streamlit app for binary segmentationβ17Updated 2 years ago
- The winning solutions for the SpaceNet 6 Challengeβ74Updated 3 years ago
- This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models weβ¦β31Updated 2 years ago
- β49Updated 11 months ago
- A deep learning approach for mapping and dating burned areas using temporal sequences of satellite imagesβ39Updated last year
- π‘ PyTorch Lightning Implementations of Recent Satellite Image Classification !β72Updated last year
- Land classififcation using deep learningβ11Updated 5 years ago
- π° Deep learning for deforestation classification and forecasting in satellite imageryβ24Updated 11 months ago
- Image Quality Frameworkβ43Updated 5 months ago
- 8th place solution to Zindi's FarmPin Crop Detection Challengeβ135Updated 4 years ago
- β46Updated this week
- β66Updated 2 years ago
- A geospatial raster processing library for machine learningβ123Updated 10 months ago
- β13Updated last week
- A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videosβ109Updated this week
- Tutorials and workshop materials for solarisβ24Updated 4 years ago
- Machine Learning for Earth Observation Training of Trainers Bootcampβ92Updated 2 years ago