https://github.com/pranav-0309/clothing-classifier-model

Using a CNN to classify images of clothes into different categories.
https://github.com/pranav-0309/clothing-classifier-model

cnn python pytorch

Last synced: 2 months ago
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Using a CNN to classify images of clothes into different categories.

• Host: GitHub
• URL: https://github.com/pranav-0309/clothing-classifier-model
• Owner: pranav-0309
• Created: 2024-07-25T11:52:17.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-07-27T11:48:37.000Z (10 months ago)
• Last Synced: 2025-02-09T21:15:13.613Z (4 months ago)
• Topics: cnn, python, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 10.1 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
![clothing_classification](clothing_classification.png)

In this scenario we have Fashion Forward, a new AI-based e-commerce clothing retailer.

They want to use image classification to automatically categorize new product listings, making it easier for customers to find what they're looking for. It will also assist in inventory management by quickly sorting items.

As a data scientist tasked with implementing a garment classifier, the primary objective is to develop a machine learning model capable of accurately categorizing images of clothing items into distinct garment types such as shirts, trousers, shoes, etc.

Check out my code that I have written in the `notebook.ipynb` file!