https://github.com/chubi-x/sort-it-image-classifier

Sort-it is an image classification application that classifies images of cats, dogs, bicycles, cars, and motorcycles.
https://github.com/chubi-x/sort-it-image-classifier

image-classification machine-learning numpy pandas python streamlit tensorflow

Last synced: 1 day ago
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Sort-it is an image classification application that classifies images of cats, dogs, bicycles, cars, and motorcycles.

• Host: GitHub
• URL: https://github.com/chubi-x/sort-it-image-classifier
• Owner: chubi-x
• Created: 2021-04-17T15:40:51.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-11-28T17:10:31.000Z (12 months ago)
• Last Synced: 2023-11-29T16:58:05.924Z (12 months ago)
• Topics: image-classification, machine-learning, numpy, pandas, python, streamlit, tensorflow
• Language: Python
• Homepage:
• Size: 105 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Sort-it-Image-Classifier  :camera:

Sort-it is an image classification application that classifies images of cats, dogs, bicycles, cars, and motorcycles. 

I built it using transfer learning from Google's Inception v3 model from the ImageNet Recognition Challenge

# Live Build

wanna try it out for yourself? upload an image to https://sort-it.streamlit.app/ and check it out!

#################################

# Local setup

HOW TO RUN

1. clone the repo

2. Download the model from the releases link and save it in the same directory as the sortit python file

3. make sure you have the following libraries installed:

    * streamlit

    * tensorflow

    * Pillow

    * openCV

    * Numpy

4. In your python cli or virtual environment run "streamlit run sortit.py"

5. It will open up a browser page running on a localhost server like this :point_down:

   ![homepage screenshot](2.png)

6. Proceed to upload an image and see the classification results!