computer vision model - xception model for classifiying kitchen utensils
Project description
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
- numpy>=1.20.0,<1.21.0
- python = 3.10
- pandas = 2.2.2
- scikit-learn = 1.4.2
- pydantic = 2.7.0
- strictyaml = 1.7.3
- tensorflow = 2.16.1
- scikeras = 0.13.0
- tensorflow-datasets = 4.9.4
- pillow = 10.3.0
- pydantic-settings = 2.2.1
- fastapi = 0.110.3
- uvicorn = 0.29.0
- loguru = 0.7.2
- python-multipart = 0.0.9
Source code link
Source code link: Github link
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Close
Hashes for kitchenware_model_package-0.0.2.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 5d83682125a2fc7ca2590581f2bbbc8f98f8e45d2df1e0781e860593d6f8251f |
|
MD5 | 77442c92fe5267e11ad3573c26b236b9 |
|
BLAKE2b-256 | 0f00a2f6142005e9833687d04ff21bc37d271b1a58514c749fb189cdceb1fa28 |
Close
Hashes for kitchenware_model_package-0.0.2-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a64114d997d3c78f5f3c615ce7ec7e8fcbad29c97d12e6f8cb097543fff919f3 |
|
MD5 | 02884e9b3ab74ffdb4c52a256f4875e9 |
|
BLAKE2b-256 | c2b866dc0800dee83b929fdeab5236f414f4509876dd5347ce2ed0f43afb9f2c |