kitchenware_model_package 0.0.4

computer vision model - xception model for classifiying kitchen utensils

KITCHEN WARE CLASSIFICATION

A machine learning program that classifies correctly kitchen utensils within the kitchen using machine aided assistance(computer vision) for a disabled/non disabled entity. This program uses a neural network algorithm to detect kitchen utensils.

Data set and its description

Data	Description
Image	the image object(jpg format)
Label	class of the image (glass, cup, spoon, plate, knife, fork)

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