fire-detection-from-images
Fire detector
A fire detection system using neural networks to identify and localize fires in images
Detect fire in images using neural nets
393 stars
12 watching
76 forks
Language: Jupyter Notebook
last commit: over 1 year ago deep-learningfire-datasetfire-detectionkeras-tensorflowobject-detectionsmoke-detectionyoloyolov5
Related projects:
| Repository | Description | Stars |
|---|---|---|
 perceptilabs/wildfire-detection | Develops machine learning models to automatically detect wildfires from images | 7 |
 pyronear/pyro-vision | A Python-based computer vision library for detecting wildfires using deep learning models. | 52 |
 alirezashamsoshoara/fire-detection-uav-aerial-image-classification-segmentation-unmannedaerialvehicle | Developing machine learning models to classify and segment aerial images of wildfires for unmanned aerial vehicle (UAV) applications. | 177 |
 lartpang/ovcamo | Develops an object segmentation algorithm to detect camouflaged objects in images with varying backgrounds and contexts. | 20 |
 jingzhang617/cod-rank-localize-and-segment | Develops a system to detect, segment, and rank camouflaged objects in images. | 74 |
 charlesq34/frustum-pointnets | A deep learning framework for 3D object detection from RGB-D data | 1,592 |
 hsg-aiml/industrialsmokeplumedetection | Detects industrial smoke plumes from satellite images using machine learning models and remote sensing data. | 40 |
 avanetten/simrdwn | An object detection system using rapid satellite imagery and deep learning algorithms | 216 |
 cmu-create-lab/deep-smoke-machine | Develops deep learning models to recognize industrial smoke emissions from video feeds | 117 |
 andreaskoepf/faster-rcnn.torch | An experimental implementation of a real-time object detection system using a neural network with region proposal generation. | 122 |
 rifkybujana/fnd | A machine learning-based system to predict whether news articles are fake or not | 8 |
 experiencor/keras-yolo3 | A deep learning framework for object detection using YOLO3 and training datasets from various sources. | 1,604 |
 plant-for-the-planet-org/firealert | An app that monitors forest fires by detecting heat anomalies via NASA's FIRMS and sends alerts to users through various channels. | 7 |
 daijifeng001/r-fcn | A MATLAB implementation of an object detection framework that leverages deep fully convolutional networks to accurately and efficiently detect objects in images. | 1,245 |
 liulei01/drbox | An open-source deep learning framework for detecting rotated objects in images | 421 |