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Implementing an image classifier with TensorFlow to recognize different species of flowers.

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mnalmelihi/udacity-mlnd-image-classifier-TensorFlow

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Image Classifier - TensorFlow

This was the second project in the Introduction to Machine Learning with TensorFlow Nanodegree Program from Udacity. In this project, I'll work through a Jupyter notebook first to implement an image classifier with TensorFlow to recognize different species of flowers, then it will be converted into a command line application.

Technologies Used

Python 3.7.7 - Libraries: TensorFlow v2.0.0, NumPy, Matplotlib, json, PIL, and glob.

Data

tensorflow_datasets was used to load the Oxford Flowers 102 dataset. This dataset has 3 splits: 'train', 'test', and 'validation'.

Date created

10/11/2020.