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An implementation of flower search using VGG19 and KNN, with image dataset scraped from Google Image

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liuhaozhe6788/flower_search

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A Flower Search System🌷

A flower search application using VGG19 and KNN alt text

Prerequistes

  1. install chrome and chromedriver

  2. install MySQL. User: root, Password: 12345678. Create a table named flower_data.

Run

  1. run image scrapper:
python flower_scraper.py
  1. run feature extraction:
python offline_extract.py
  1. run validation(OPTIONAL):
python validate.py
  1. run the server:
python server.py

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An implementation of flower search using VGG19 and KNN, with image dataset scraped from Google Image

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