Forest wildfire detection from satellite images using Deep Learning | Fl...

Buy Now ₹1501

In this project, we detect forest wildfire from given satellite images.I have used CNN, with a training dataset of 2000 images.

Model training

Refer to the research.ipynb jupyter notebook to know the steps taken for model development and algorithm.

Technology Used:-

• We have developed this project using the below technology
• HTML : Page layout has been designed in HTML
• CSS : CSS has been used for all the desigining part
• JavaScript : All the validation task and animations has been developed by JavaScript
• Python : All the business logic has been implemented in Python

Supported Operating System

• We can configure this project on following operating system.
• Windows : This project can easily be configured on windows operating system. For running this project on Windows system, you will have to install
• Python 3.7, PIP, Flask.
• Linux : We can run this project also on all versions of Linux operating systemMac : We can also easily configured this project on Mac operating system.

Installing and running this app:

1. Requirements: Use pip install to download following packages
2. Tensorflow and Keras
3. Flask
4. WSGI server (see the error message when running Flask app, and install all specified packages)
5. running the app:
6. run command: python app.py in the project folder
7. Once the server starts, open browser, the app runs on http://127.0.0.1:5000/
8. "test satellite images" folder contains some satellite images that you can upload to check the working of this application.

EditForest wildfire detection from satellite images using Deep Learning

Category: Machine Learning Projects With Source Code

Tags: a wildfire, bc wildfire, disadvantages of forest fire detection system, forest fire detection, forest fire detection in tamil, forest fire detection project, forest fire detection project ppt, forest fire detection project report, forest fire detection system, forest fire detection using cnn, forest fire detection using iot, forest fire detection using machine learning, forest fire detection using remote sensing techniques, forest fire detection using satellite images, forest fire detection using wireless sensor network, forest fire detection using wireless sensor networks ppt, wildfire automation, wildfire detection, wildfire detection 01, wildfire detection 101, wildfire detection 2018, wildfire detection 2019, wildfire detection 2020, wildfire detection 2021, wildfire detection 3d, wildfire detection 4k, wildfire detection 5th grade, wildfire detection 6.5, wildfire detection 6th grade, wildfire detection 7.3, wildfire detection 80, wildfire detection 8th grade, wildfire detection 911, wildfire detection and monitoring should begin, wildfire detection and monitoring with, wildfire detection bias, wildfire detection box, wildfire detection business, wildfire detection bypass, wildfire detection bypass ios 11, wildfire detection camera, wildfire detection day, wildfire detection deep learning, wildfire detection device, wildfire detection equipment, wildfire detection error on hdd0, wildfire detection example, wildfire detection explained, wildfire detection failed, wildfire detection festival, wildfire detection from image, wildfire detection from rgb images, wildfire detection github, wildfire detection group, wildfire detection gta 5, wildfire detection guide, wildfire detection house, wildfire detection japan, wildfire detection java, wildfire detection javascript, wildfire detection jobs, wildfire detection key, wildfire detection kit, wildfire detection light, wildfire detection limit, wildfire detection live, wildfire detection machine learning, wildfire detection methods, wildfire detection nc, wildfire detection near me, wildfire detection network, wildfire detection news, wildfire detection not working, wildfire detection of breast cancer, wildfire detection opencv, wildfire detection opencv python, wildfire detection quality, wildfire detection questions, wildfire detection questions and answers, wildfire detection quiz, wildfire detection remote sensing, wildfire detection remote sensing ppt, wildfire detection remote viewing android/ios app, wildfire detection review, wildfire detection roblox, wildfire detection satellite, wildfire detection software, wildfire detection system, wildfire detection technology, wildfire detection verification, wildfire detection verification driver, wildfire detection verification driver windows 10, wildfire detection video, wildfire detection watch, wildfire detection window, wildfire detection work, wildfire detection xbox one, wildfire detection youtube, wildfire detect