pyronear / pyro-visionLinks
Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)
☆59Updated last year
Alternatives and similar repositories for pyro-vision
Users that are interested in pyro-vision are comparing it to the libraries listed below
Sorting:
- Automatic Detection of Solar Panels in High-Resolution Aerial Imagery.☆18Updated last month
- Object recognition in satellite images (Dior Dataset) using RetinaNet and YoloV5☆19Updated 4 years ago
- ☆49Updated 3 years ago
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆74Updated 2 years ago
- A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images☆40Updated last year
- Python - Rasterio and Geopandas to calculate Zonal Statistics☆14Updated 5 years ago
- ☆12Updated 3 years ago
- ☆18Updated last year
- NASA SEES (2021): CNN Mosquito Detection Research☆12Updated 3 years ago
- This easy-to-use library is a data transformer sometimes useful in Object Detection and Segmentation tasks. With only a few lines of code…☆75Updated 3 years ago
- Image Quality Framework☆45Updated last year
- Serving model through api. FastApi + PytorchLightning☆42Updated 4 months ago
- IceData: Datasets Hub for the *IceVision* Framework☆49Updated 3 years ago
- This open-source package provides a framework for automatically detecting and extracting metadata from solar array installations in satel…☆26Updated 2 weeks ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 4 years ago
- Example machine learning pipeline with MLflow and Hydra☆89Updated 2 years ago
- Winners of the Open Cities AI Challenge competition☆124Updated last year
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery☆15Updated 3 years ago
- Dvc + Streamlit = ❤️☆40Updated last year
- Learn how to create reliable ML systems by testing code, data and models.☆87Updated 2 years ago
- Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.☆151Updated 8 months ago
- ☆16Updated 2 years ago
- Winners of the Wind-dependent Variables: Predict Wind Speeds of Tropical Storms competition☆22Updated last year
- ☆25Updated 2 years ago
- List of project to detect solar panels from aerial/satellite images☆53Updated 4 years ago
- Easily convert between bounding box annotation formats.☆22Updated 3 years ago
- List of machine learning competitions for satellite imagery and remote sensing.☆9Updated 6 years ago
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆80Updated 5 years ago
- ☆39Updated 2 years ago
- ☆13Updated 7 months ago