LeadingIndiaAI / Forest-Fire-Detection-through-UAV-imagery-using-CNNsLinks
Wildfire is a natural disaster, causing irreparable damage to local ecosystem. Sudden and uncontrollable wildfires can be a real threat to residents’ lives. Statistics from National Interagency Fire Center (NIFC) in the USA show that the burned area doubled from 1990 to 2015 in the USA. Recent wildfires in northern California (reported by CNN) h…
☆49Updated 7 years ago
Alternatives and similar repositories for Forest-Fire-Detection-through-UAV-imagery-using-CNNs
Users that are interested in Forest-Fire-Detection-through-UAV-imagery-using-CNNs are comparing it to the libraries listed below
Sorting:
- Detecting ships from the satellite images using the YOLO algorithm☆82Updated 4 years ago
- Ship detection from remote sensing imagery is a crucial application for maritime security which includes among others traffic surveillanc…☆38Updated 5 years ago
- The project aims to detect ships in million pixels satellite images using different object detection algorithms. This makes use of variou…☆14Updated 5 years ago
- UAVVaste: COCO-like dataset and effective waste detection in aerial images☆77Updated 2 years ago
- Maritime vessel detection from remote sensing SAR data, based on the architectures of the Faster-RCNN and YOLOv5 networks.☆137Updated 3 years ago
- Convolutional neural network model based on the architecture of the Faster-RCNN for wildfire smoke detection.☆21Updated 3 years ago
- Beginners guide to interactive manipulation of satellite data with open cv☆10Updated 7 years ago
- 1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data☆63Updated 3 years ago
- As the increase in the world population the demand of the rice is also increases. In order to increase the growth of rice in the rice cro…☆33Updated 4 years ago
- ☆14Updated 6 years ago
- we made the crop and weed detection model using YOLOV3 on agricultural image data.☆124Updated 2 years ago
- Forest fire detection using Convolutional Neural Networks☆115Updated 6 years ago
- Using Satellite Imagery to detect ships (Basic Object Detection)☆15Updated 6 years ago
- Using U-Net Model to Detect Wildfire from Satellite Imagery☆78Updated last year
- Detect and track vehicles and pedestrian from UAV videos☆27Updated 6 years ago
- Plant diseases causes many significant damages and losses in crops around the world. Some suitable measures on disease identification sho…☆46Updated 6 years ago
- Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network (Adding filter …☆14Updated 3 years ago
- Vessel Detection in Synthetic Aperture Radar(SAR) Images☆73Updated 6 years ago
- Target Recognition in SAR images through various ML and DL algorithms.☆24Updated 4 years ago
- Airplanes are detected on images taken from satellite☆20Updated last year
- Detection of oil spill located area in the Satelite images of Ocean☆15Updated 6 years ago
- It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi tempora…☆167Updated 5 months ago
- Prediction of Crop Yield for farmers based on weather, satellite data☆62Updated 7 years ago
- Rapid satellite imagery object detection☆224Updated 5 years ago
- A convolutional neural network built using keras to detect cracks on road with 97.5% accuracy.☆46Updated 4 years ago
- Dataset with images from the central European flood 2013 for usage in the context of context-based image retrieval.☆43Updated 5 years ago
- A repository for CNN based binary and semantic segmentation models for the task of segmenting roads and buildings from aerial images☆15Updated 5 years ago
- A deep learning neural net model to detect drone/drones from a given picture using Using Fast R-CNN architecture via Keras-Retinanet Impl…☆77Updated 2 years ago
- Automatic detection of defected solar panel modules☆141Updated 8 years ago
- Prediction of rainfall which varies both spatially and temporally is extremely challenging. Infrared and visible spectral …☆23Updated 7 years ago