moehdaib/detecting-covid-19-from-x-ray-images

SIT210 - Embedded Systems Development

Project Demo | Detecting Covid-19 from x-ray images:

• train_covid19.py is done by Adrian Rosebrock.

• X-ray images datasets from Dr. Joseph Cohen GitHub.

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Notes:

1. Put all the code files and the dataset file in the same directory.

2. First, you need to train the model by executing the train_covid19.py script with python train_covid19.py --dataset dataset (after you already downloaded tensorflow and keras on your computer).

3. After you execute it successfully (it will take some time) a new covid19.model file should appear in the directory file.

4. Flash the Particle_code file to your particle device.

5. Open the GUI_code.py file and Replace your-device-ID-goes-here with your actual device ID and replace your-access-token-goes-here with your actual access token, in line 52 and 57.

6. Transfer the GUI_code.py and the covid19.model file to your Raspberry Pi device.

7. Connect to your Raspberry Pi remotely and then execute the GUI_code.py.

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If you are having problems downloading tensorflow and keras on your Raspberry Pi device, try follow my guide here.

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SIT210 - Embedded Systems Development