Metadata-Version: 2.1
Name: kitchenware_model_package
Version: 0.0.2
Summary: computer vision model - xception model for classifiying kitchen utensils
Author: chibuikeeugene
Author-email: chibuikeeugene@gmail.com
Requires-Python: >=3.10,<4.0
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Requires-Dist: kaggle (>=1.6.12,<2.0.0)
Requires-Dist: loguru (>=0.7.2,<0.8.0)
Requires-Dist: pandas (>=2.2.2,<3.0.0)
Requires-Dist: pydantic (>=2.7.1,<3.0.0)
Requires-Dist: scikit-learn (>=1.4.2,<2.0.0)
Requires-Dist: strictyaml (>=1.7.3,<2.0.0)
Requires-Dist: tensorflow (>=2.16.1,<3.0.0)
Requires-Dist: tensorflow-hub (>=0.16.1,<0.17.0)
Description-Content-Type: text/markdown

# 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                       |
| Label             | class of the image                     |

## 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](https://github.com/chibuikeeugene/kitchenware_classification_xception_model.git)
