pneumonia_model_package 0.3.0

deep convolutional neural network for patient chest disease prediction

PNEUMONIA XRAY RESULT CLASSIFICATION

A machine learning program that classifies correctly sick patient's chest xray reports to be either pneumonia infected or normal. This program uses a neural network algorithm to detect sick patient.

Data set and its description

Data	Description
Image	the image object (jpeg format)
Label	class of the image (normal, pneumonia)

Dependencies and packages

1. numpy>=1.20.0,<1.21.0
2. python = 3.10
3. pandas = 2.2.2
4. scikit-learn = 1.4.2
5. pydantic = 2.7.0
6. strictyaml = 1.7.3
7. tensorflow = 2.16.1
8. scikeras = 0.13.0
9. tensorflow-datasets = 4.9.4
10. pillow = 10.3.0
11. pydantic-settings = 2.2.1
12. fastapi = 0.110.3
13. uvicorn = 0.29.0
14. loguru = 0.7.2
15. python-multipart = 0.0.9

Source code link

Source code link: Github link

Python index package: Pypi link