wmjpillow / FlamePerceptionAPP

A Flame Perception App for Fire Protection Department.

FlamePerceptionAPP For Fire Protection Department in WPI

This repo includes all my thesis project files, and the final product will be used by researchers from Fire Protection Department.

The web Application is developed with flask framework. I deployed the Flask APP with Docker on Azure to get it tested.

APP Website: http://104.248.9.205:4000/

Download some fire videos for testing: https://drive.google.com/drive/folders/12aAkuB4spQfFkrKQsKBUR0F7YM7u2yoC?usp=sharing

Recording Video: https://vimeo.com/419638456

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Pipeline:

Workflow:

Current Application Functions:

Reference:

• Model Reference: https://engineering.matterport.com/splash-of-color-instance-segmentation-with-mask-r-cnn-and-tensorflow-7c761e238b46

• https://medium.com/@vijendra1125/custom-mask-rcnn-using-tensorflow-object-detection-api-101149ce0765

• Flask Template: https://github.com/realpython/flask-boilerplate

• Deploying a Flask app with Docker on Azure: https://medium.com/@alexjsanchez/creating-and-deploying-a-flask-app-with-docker-on-azure-in-5-easy-9f7aa7a12145

• https://blog.machinebox.io/deploy-machine-box-in-digital-ocean-385265fbeafd

• https://docs.docker.com/machine/examples/ocean/#step-5-use-machine-to-remove-the-droplet

• https://sladkovm.github.io/webdev/2017/10/16/Deploying-Plotly-Dash-in-a-Docker-Container-on-Digitital-Ocean.html