I wanted to try streamlit, so I trained a model to diagnose lung X-Rays (Pneumonia) and visualised it with streamlit [not hosted]

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  • streamlit

    Streamlit — A faster way to build and share data apps.

    • After training (after a ~91% accuracy on a test set of 300 images) I made a simple interface with streamlit. This is not made to be hosted because the model is way too large to load it into the browser and I didn't want to write an API for this project because I just wanted to visualize the outcome.

  • pneumonia_detection

    Pneumonia Detection using machine learning - with PyTorch

    • The model had a ~91% accuracy on a 300 image test set. It had the most problems with false positives (which I guess is better then false negatives🤷‍♂️) --> check confusion matrix in github readme for more

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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