Flowers Recognition

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💮 Jupyter Notebook for flowers visual recognition

📝 Table of Contents

• About
• How it works
• Usage
• Getting Started
• Built Using
• Authors

🧐 About

A Jupyter Notebook for flowers visual recognition, using Keras from Tensorflow.

💭 How it works

Is a simple Jupyter Notebook to identify the flower types.

Is used some techniques to preprocessing the training data:

• Normalization layer to normalize RGB, with rescheduling layer.
• Data augmentation, creating new images examples fliping the originals.

The entire Notebook is written in Python 3.8

🎈 Usage

After run the entire model on Jupyter, call the function identify_flower passing some image url.

🏁 Getting Started

Just clone and open in Jupyter.

Prerequisites

Python 3.8
Jupyter Lab 3.1.1

⛏️ Built Using

• TensorFlow - Open source platform for machine learning.
• Matplotlib - Comprehensive library for creating static, animated and interactive Python views.
• NumPy - Library for data manipulation.

✍️ Authors

• @JeanPoffo