https://github.com/aadrianleo/fashion-style-classifier
A machine learning and deep learning pipeline for fashion image classification. Combines real-world data, manual annotation, and both KNN and EfficientNet-B0 CNN models to classify images into style categories. Includes data cleaning, augmentation, model training, evaluation, and reproducible notebooks.
https://github.com/aadrianleo/fashion-style-classifier
classification-report cnn computer-vision confusion-matrix data-augmentation data-preprocessing deep-learning efficientnet exploratory-data-analysis fashion-classification image-classification knn label-studio machine-learning model-evaluation pytorch real-world-data reproducible-research scikit-learn transfer-learning
Last synced: 3 months ago
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A machine learning and deep learning pipeline for fashion image classification. Combines real-world data, manual annotation, and both KNN and EfficientNet-B0 CNN models to classify images into style categories. Includes data cleaning, augmentation, model training, evaluation, and reproducible notebooks.
- Host: GitHub
- URL: https://github.com/aadrianleo/fashion-style-classifier
- Owner: AadrianLeo
- Created: 2025-07-13T16:52:20.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2025-07-17T21:24:23.000Z (3 months ago)
- Last Synced: 2025-07-17T22:56:44.329Z (3 months ago)
- Topics: classification-report, cnn, computer-vision, confusion-matrix, data-augmentation, data-preprocessing, deep-learning, efficientnet, exploratory-data-analysis, fashion-classification, image-classification, knn, label-studio, machine-learning, model-evaluation, pytorch, real-world-data, reproducible-research, scikit-learn, transfer-learning
- Language: Jupyter Notebook
- Homepage: https://fashion-style-classifier-wsqfwetq2sv62wui978hv7.streamlit.app/
- Size: 510 MB
- Stars: 0
- Watchers: 0
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md