riccardogiorato / pocketbotanist

a Tensorflow project with vue frontend to recognise flowers 🌺

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your Pocket botanist

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Table of Contents

Basic Overview

Installation

Prerequisites: you need to install yarn from here and pip3 with python3 version 3.6.5 64bit form here then from this folder run in the terminal yarn install-all

Be sure to run Python 3 and pip3 and 64BIT version of python!!

To check 32 or 64 bit run this in python and look ath the out:

import struct
print(struct.calcsize("P") * 8)

Usage

  • To run the Vue application run yarn js
  • To run the Pyhton notebooks yarn python_notebook
  • To run the Transfer Learning yarn transfer_learning

Dataset

You can use easily the datasets used in this project from flodyhub:

What have I done in this project?

Frontend Hosting

Thanks to Netlify

About

a Tensorflow project with vue frontend to recognise flowers 🌺

License:MIT License


Languages

Language:Jupyter Notebook 99.9%Language:Python 0.1%Language:Vue 0.0%Language:JavaScript 0.0%Language:HTML 0.0%Language:CSS 0.0%