/All-End-to-End-Projects

All the projects in this repository are END to END in the sense projects are done from scratch from data collection to deployment of the deep learning models.

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All-End-to-End-Projects

End to End Multiple Disease detection:

You can see the complete documentation here: (I'll upload blog soon)
Data: No need of Data, I have uploaded saved Models in repo.
Malaria dataset: https://www.kaggle.com/iarunava/cell-images-for-detecting-malaria
Pneummonia dataset: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
Note: I recommend to run all the models before running the project because I'm not uploading the saved weights into repo because, The saved files are trained according to my laptop configuration and my library versions, they might not compatable with your library versions.

Multiple.Disease.detection.mp4

End to End COVID-19 detection:

You can see the complete documentation here: (I'll upload blog soon)
Data: No need of Data, I have uploaded saved Models in repo. https://drive.google.com/file/d/196D_HvmxYW6bJ0MlOvY5PgaEGJR0Oxsb/view
Note: I recommend to run all the models before running the project because I'm not uploading the saved weights into repo because, The saved files are trained according to my laptop configuration and my library versions, they might not compatable with your library versions.

Covid-19.detection.system.mp4