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| **Install** | |
| git clone https://github.com/gordtulloch/mlCloudDetect.git | |
| cd mlCloudDetect | |
| python3 -m venv .venv | |
| source .venv/bin/activate # in Linux | |
| pip3 install -r requirements.txt | |
| sudo apt-get update && apt-get install ffmpeg libsm6 libxext6 | |
| **Data layout** | |
| kumar@ubuntu:~$ tree -d | |
| . | |
| ├── data | |
| │ └── train | |
| │ ├── Cloudy | |
| │ ├── CloudyandRainy | |
| │ ├── Moony | |
| │ ├── NotCloudy | |
| │ └── Rainy | |
| └── mlCloudDetect | |
| └── __pycache__ | |
| **INI File** | |
| kumar@ubuntu:~/mlCloudDetect$ cat mlCloudDetect.ini | |
| [DEFAULT] | |
| latitude = | |
| longitude = | |
| allskycam = INDI-ALLSKY | |
| allskycamno = 1 | |
| allskyfile = /home/kumar/mlCloudDetect/latest.jpg | |
| pending = 10 | |
| trainfolder = /home/kumar/data/train | |
| clearmsg = Roof Open | |
| cloudmsg = Roof Closed | |
| cloudpendingmsg = Close Pending | |
| clearpendingmsg = Open Pending | |
| kerasmodel = mlCloudDetect.keras | |
| daytime = -12 | |
| statusfile = roofStatus.txt | |
| **Train** | |
| trainMlCloudDetect.py |
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