https://github.com/jonwakefield/image-recognition-and-classification

Using OpenCV, numpy, and PyTorch to recognize and classify animals.
https://github.com/jonwakefield/image-recognition-and-classification

Last synced: about 2 months ago
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Using OpenCV, numpy, and PyTorch to recognize and classify animals.

• Host: GitHub
• URL: https://github.com/jonwakefield/image-recognition-and-classification
• Owner: JonWakefield
• Created: 2022-04-04T23:14:05.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2024-07-09T19:19:41.000Z (6 months ago)
• Last Synced: 2024-07-10T23:37:13.008Z (6 months ago)
• Language: Python
• Size: 11.5 MB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Image-Recognition-and-Classification

## Description:

Repository contains the files used for animal recognition and classification.

This repository contains the code used to create an animal recognition and classification neural network

## Tools:

- Language: Python

- Libraries: OpenCV, Numpy, PyTorch

- Dataset: MNIST

## Features:

- OpenCV detect nearby animals 

- Images are cropped and downsampled

- Image is fed into a trained CNN to proper identify the animal species

- Camper is notified of invasive animal

## License

This project is open source, feel free to use any of the files in your own project.