https://github.com/fatimaafzaal/bee-species-image-classification

This project focuses on using the Python image library Pillow to load and manipulate image data, perform common image transformations, and build them into a data processing pipeline.
https://github.com/fatimaafzaal/bee-species-image-classification

bees image image-classification image-processing jupyter-notebook python

Last synced: 1 day ago
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This project focuses on using the Python image library Pillow to load and manipulate image data, perform common image transformations, and build them into a data processing pipeline.

• Host: GitHub
• URL: https://github.com/fatimaafzaal/bee-species-image-classification
• Owner: fatimaAfzaal
• Created: 2023-09-17T06:39:05.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-09-17T06:43:35.000Z (about 1 year ago)
• Last Synced: 2023-09-17T11:14:53.915Z (about 1 year ago)
• Topics: bees, image, image-classification, image-processing, jupyter-notebook, python
• Language: Jupyter Notebook
• Homepage:
• Size: 457 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        

# Bee Species Image Classification

## Project Description

Can a machine distinguish between a honey bee and a bumble bee? Being able to identify bee species from images is a fascinating and challenging problem. This project focuses on using the Python image library Pillow to load and manipulate image data, perform common image transformations, and build them into a data processing pipeline.

### Project Highlights

- Use Pillow (PIL), a popular Python image processing library, to work with image data.

- Load and preprocess images for machine learning tasks.

- Implement common image transformations such as cropping, resizing, and grayscale conversion.

- Build an image data pipeline for classification tasks.

- Lay the foundation for more advanced image classification and deep learning projects.