pyronear / pyro-vision
Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)
☆58Updated last year
Alternatives and similar repositories for pyro-vision:
Users that are interested in pyro-vision are comparing it to the libraries listed below
- 📡 PyTorch Lightning Implementations of Recent Satellite Image Classification !☆74Updated last year
- A curated list of awesome things related to Climate change and AI.☆50Updated 2 years ago
- Dvc + Streamlit = ❤️☆40Updated last year
- Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.☆150Updated 7 months ago
- Using U-Net Model to Detect Wildfire from Satellite Imagery☆76Updated last year
- Satellite Vu submission for the AWS Disaster Response hackathon☆54Updated 3 years ago
- Object recognition in satellite images (Dior Dataset) using RetinaNet and YoloV5☆19Updated 4 years ago
- This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models we…☆33Updated 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…☆76Updated 3 years ago
- ☆25Updated 2 years ago
- Winners of the Open Cities AI Challenge competition☆124Updated last year
- Deep learning pretrained model on satellite imagery (Sentinel-2)☆80Updated 5 years ago
- Alert Management API for wildfire prevention, detection & monitoring. Built with FastAPI & PostgreSQL☆23Updated this week
- ☆39Updated 2 years ago
- Running segment-anything image embedding, prompting, and mask generation as torchserve services☆95Updated 7 months ago
- Image Quality Framework☆45Updated last year
- ☆49Updated 3 years ago
- Weights & Biases benchmark for drought prediction☆54Updated 9 months ago
- This repository demonstrates how to use TensorFlow based SegFormer model in 🤗 transformers package.☆30Updated 2 years ago
- Python and data science snippets on the command line☆21Updated 3 years ago
- ☆27Updated last year
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆136Updated 5 years ago
- Python - Rasterio and Geopandas to calculate Zonal Statistics☆14Updated 5 years ago
- List of machine learning competitions for satellite imagery and remote sensing.☆11Updated 6 years ago
- ☆13Updated 6 months ago
- GeoLifeCLEF challenge toolkit and starter code☆59Updated 6 months ago
- A simple python script that, given a location and a date, uses the Nasa Earth API to show a photo taken by the Landsat 8 satellite. The s…☆44Updated 3 years ago
- A geospatial raster processing library for machine learning☆123Updated last year
- Experiments on Flood Segmentation on Sentinel-1 SAR Imagery with Cyclical Pseudo Labeling and Noisy Student Training☆168Updated 2 years ago
- ☆29Updated last year