https://github.com/selcia25/flower-image-classification

🌷This project implements a Convolutional Neural Network (CNN) for classifying flower images into categories such as tulip, sunflower, roses, dandelions, and daisy.
https://github.com/selcia25/flower-image-classification

convolutional-neural-networks flowers-classification image-classification

Last synced: 7 days ago
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🌷This project implements a Convolutional Neural Network (CNN) for classifying flower images into categories such as tulip, sunflower, roses, dandelions, and daisy.

• Host: GitHub
• URL: https://github.com/selcia25/flower-image-classification
• Owner: selcia25
• Created: 2024-01-22T11:05:03.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2024-02-05T12:25:43.000Z (11 months ago)
• Last Synced: 2024-11-08T22:45:41.864Z (2 months ago)
• Topics: convolutional-neural-networks, flowers-classification, image-classification
• Language: Jupyter Notebook
• Homepage:
• Size: 15.5 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Flower Image Classification Project

## Overview

This project utilizes Convolutional Neural Networks (CNN) for the classification of flower images into categories, including tulip, sunflower, roses, dandelions, and daisy.

## Project Highlights

- **Technology Stack:**

  - Implemented using Python and TensorFlow/Keras.

  - Leveraged CNN architecture for effective image classification.

- **Dataset:**

  - Used a diverse dataset containing images of tulips, sunflowers, roses, dandelions, and daisies.

- **Model Training:**

  - Trained the model on a specified architecture to achieve accurate flower classification.

  - Achieved competitive results in terms of accuracy and performance.

- **Usage:**

  - Easily deployable for image classification tasks.

  - Instructions provided for training the model on your dataset.

    

## Getting Started

1. Clone the repository:

  - git clone https://github.com/selcia25/flower-image-classification.git

  - cd flower-image-classification