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use transfer learning to detect smoke in images and videos

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Name		Name	Last commit message	Last commit date
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README.md		README.md
detect_smoke.py		detect_smoke.py
evaluation.py		evaluation.py
main.py		main.py
preprocess_img.py		preprocess_img.py
smoke-detection-transfer-learning.html		smoke-detection-transfer-learning.html
smoke-detection-transfer-learning.ipynb		smoke-detection-transfer-learning.ipynb
train.py		train.py

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Smoke Detection Using Transfer Learning

I'm using VGG-19 with original last 3 FC layers stripped off to train this model

Environment

Keras 2.04
Python 3.5

Useful Information

Keras Available models
cs231n transfer learning
Helpful Blog
Tensorflow Tutorial
Udacity's transfer learning material

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use transfer learning to detect smoke in images and videos

transfer-learning

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