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Flowers Recognition

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๐Ÿ’ฎ Jupyter Notebook for flowers visual recognition

๐Ÿ“ Table of Contents

๐Ÿง About

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

๐Ÿ’ญ 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

๐ŸŽˆ Usage

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

๐Ÿ Getting Started

Just clone and open in Jupyter.

Prerequisites

Python 3.8
Jupyter Lab 3.1.1

โ›๏ธ 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.

โœ๏ธ Authors

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