https://github.com/ghost---shadow/boiling-milk-detector
A WIP Machine Learning app using Tensorflow which will be able to tell if a pot of milk is boiling
https://github.com/ghost---shadow/boiling-milk-detector
cnn convolutional-neural-networks opencv tensorflow
Last synced: 2 months ago
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A WIP Machine Learning app using Tensorflow which will be able to tell if a pot of milk is boiling
- Host: GitHub
- URL: https://github.com/ghost---shadow/boiling-milk-detector
- Owner: Ghost---Shadow
- Created: 2017-03-20T16:00:42.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2017-05-03T12:05:59.000Z (about 9 years ago)
- Last Synced: 2025-03-06T12:52:10.057Z (over 1 year ago)
- Topics: cnn, convolutional-neural-networks, opencv, tensorflow
- Language: Python
- Size: 11 MB
- Stars: 1
- Watchers: 3
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Boiling Milk Detector
A WIP Machine Learning app using Tensorflow which will be able to tell if a pot of milk is boiling.
## Requirements
1. Python 3.5
2. Tensorflow
3. OpenCV for python
4. numpy
## How to use
1. In the `preprocess` folder, run `ProcessVideos.py` > `WindowsToOneHot.py` > `Combine.py` in order.
2. Run `BasicCNN.py` or `TemporalCNN.py` or `TinyCNN.py`
3. After the model is trained, select the video to test in `ManualVerification.py` and run
4. For deep dream visualization run the py files in `DeepDreamTest` folder