pyro-vision
by pyronear
Computer vision library for wildfire detection 🌲 Deep learning models in PyTorch & ONNX for inference on edge devices (e.g. Raspberry Pi)
AI summary
Wildfire detector
A Python-based computer vision library for detecting wildfires using deep learning models.
- stars
- 52
- forks
- 24
- watching
- 10
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Forecaster
Provides machine learning-based wildfire forecasting capabilities
Wildfire detector
Develops machine learning models to automatically detect wildfires from images
Wildfire image classification
Developing machine learning models to classify and segment aerial images of wildfires for unmanned aerial vehicle (UAV) applications.
Wildfire predictor
A multi-purpose dataset and code repository for training deep learning models to predict wildfire behavior in the Mediterranean region.
Computer Vision Model Builder
A Python package for building and deploying computer vision models with PyTorch
Object detector library
A PyTorch wrapper around Facebook AI Research's Detectron models for object detection and instance segmentation
Fire detector
A fire detection system using neural networks to identify and localize fires in images
Wildfire data downloader
Downloads wildfire hotspots and associated data from NASA satellites
Object Detector
A deep learning library for image segmentation and object detection using PyTorch.
Wildfire forecasting tool
An open-source project that applies deep learning to forecast wildfire danger using earth observation data.
PyTorch examples repository
A comprehensive collection of deep learning examples using PyTorch, covering various applications and models.
Object detector
This is a PyTorch implementation of the RetinaNet object detection algorithm with Focal Loss optimization.
Wildfire simulator
A simulation environment used to train reinforcement learning agents to fight wildfires.
Drift detector
A library for detecting data drift in PyTorch models
Object detector
A Python package for training and predicting ecological objects in airborne imagery using deep learning object detection networks.
Featured in 1 awesome list
Each link jumps to the spot where the list mentions pyro-vision.
