ID: 5dee091fce66ec2832ebed03
Fire Detection
Check for file or smoke using AI
This model contains Dockerfile.
License: MIT License
Screenshots
What is it?
Automatically detects fire and smoke in images using computer vision. It is based on VGG-16.
How to use?
Note: Docker should be pre-installed to use this model.
pip install dockship
dockship run 5DEE091FCE66EC2832EBED03 5000
Now model will get hosted at localhost:5000.
Send request localhost:5000/predict?input={ 'imagePath':'https://upload.wikimedia.org/wikipedia/commons/thumb/2/2c/Golden_Gate_Bridge_bw.jpg/800px-Golden_Gate_Bridge_bw.jpg' }
output:
{ 'prediction': 'non-fire' 'input_file': 'localhost:5000/data/output/{uuid}.jpg' }
Author View Profile
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AI wizard who thinks with first principles
I am Deep Learning (Computer Vision) Engineer with specialization in enabling AI on the resource-constrained edge devices. I work on quantizations, pruning and efficient designing and deployment of DL networks. Read my article about Winograd - https://blog.usejournal.com/understanding-winograd-fast-convolution-a75458744ff
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