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There are three endpoints\n\n### Service endpoint 1 (Chest xray classifier)\n\n- returns **prediction** for condition(either normal or pneumonia) of a patient's chest health status\n\n### Service endpoint 2 (Kitchen ware classifier)\n\n- object identification - returns the name of the image of any of the trained objects as seen during development (glass, cup, spoon, plate, knife, fork)\n\n### Service endpoint 3 (Brain Scan image classifier)\n\n- returns **prediction** for condition(either glioma, meningioma, no tumor, or pituitary) of a patient's brain scan outcome\n\n## Dependencies and packages  \n\n1. numpy\u003e=1.20.0,\u003c1.21.0\n2. python = 3.10\n3. pandas = 2.2.2\n4. scikit-learn = 1.4.2\n5. pydantic = 2.7.0\n6. strictyaml = 1.7.3\n7. tensorflow = 2.16.1\n8. scikeras = 0.13.0\n9. tensorflow-datasets = 4.9.4\n10. pillow = 10.3.0\n11. pydantic-settings = 2.2.1\n12. fastapi = 0.110.3\n13. uvicorn = 0.29.0\n14. loguru = 0.7.2\n15. python-multipart = 0.0.9\n16. kitchenware-model-package = 0.0.3\n17. braintumor-model-package = 0.1.0\n18. pneumonia_model_package = 0.2.0\n\n## Source code link  \n\nSource code link:\n[Github link](https://github.com/chibuikeeugene/computer_vision_model_apis.git)\n\nPython index packages:\n\n- [Pneumonia model package url](https://pypi.org/project/pneumonia_model_package/)\n- [Brain tumor model package url](https://pypi.org/project/braintumor-model-package/)\n- [Kitchen ware model package url](https://pypi.org/project/kitchenware_model_package/)\n\n## Snapshots\n![Api documentation 1](\u003cScreenshot 2024-06-18 at 10.09.18 pm.png\u003e)\n\n![Api documentation 2](\u003cScreenshot 2024-06-18 at 10.10.04 pm.png\u003e)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchibuikeeugene%2Fcomputer_vision_model_apis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchibuikeeugene%2Fcomputer_vision_model_apis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchibuikeeugene%2Fcomputer_vision_model_apis/lists"}