ID: 5dd3ef7e503fb127005d370e

Natural Disaster Detetcion

by SHIVAM GARG

Natural Disaster Detection using Deep Learning


License: Other

Tags: Keras CNN Fine Tuning Natural Disaster Classification VGG16

 Model stats and performance
Dataset Used View
Framework Keras
OS Used Linux
Publication View
Inference time in seconds per sample.

Screenshots


NATURAL DISASTER DETECTION AND CLASSIFICATION

WHAT IS IT?

Fine Tunned VGG16 for Natural Disaster Classification.

HOW TO USE?

To run The Inference Script run this command python run.py --input videos/floods_101_nat_geo.mp4 --output output/natural_disasters.avi

ARGUMENTS DETAILS HELP OPTIONS
--input INPUT VIDEO Mention the input video path
--output OUTPUT VIDEO Mention the output video path

WHAT ARE THE REQUIREMENTS?

To get all the requirements and dependencies installed run the command For GPU - pip install -r gpu_requirements.txt For CPU - pip install -r cpu_requirements.txt

Author View Profile

SHIVAM GARG
New Delhi, India
Pro
41
LEVEL

5463 Profile
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A philosophy student cleverly disguised as a Coax Deep Learning engineer spending whole day, practically every day, experimenting with TensorFlow,Pytorch, and Caffe; dabbling with Python and C++; and drinking a wide variety of Coffee everyday.

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