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https://github.com/lefteris-souflas/ai-fashion
"DressMeUp" project utilizes fashion images and color combinations to achieve image classification for clothing combinations. Algorithms include SGD (SVM), Passive Aggressive Classifier, ResNet50 CNN, and EfficientNetV2-S CNN with K-Means for color analysis. Achieved accuracy exceeds 90%. Built with Python, Scikit-Learn, TensorFlow, and Streamlit.
https://github.com/lefteris-souflas/ai-fashion
business-idea cnn-classification efficientnetv2 image-classification k-means-clustering machine-learning outfit-matching outfit-planner passive-aggressive-classifier python3 resnet-50 scikit-learn sgd-classifier sqlite3 streamlit tensorflow2
Last synced: about 2 months ago
JSON representation
"DressMeUp" project utilizes fashion images and color combinations to achieve image classification for clothing combinations. Algorithms include SGD (SVM), Passive Aggressive Classifier, ResNet50 CNN, and EfficientNetV2-S CNN with K-Means for color analysis. Achieved accuracy exceeds 90%. Built with Python, Scikit-Learn, TensorFlow, and Streamlit.
- Host: GitHub
- URL: https://github.com/lefteris-souflas/ai-fashion
- Owner: Lefteris-Souflas
- License: mit
- Created: 2023-09-02T13:01:16.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-03-18T15:56:29.000Z (10 months ago)
- Last Synced: 2024-07-06T09:03:47.009Z (6 months ago)
- Topics: business-idea, cnn-classification, efficientnetv2, image-classification, k-means-clustering, machine-learning, outfit-matching, outfit-planner, passive-aggressive-classifier, python3, resnet-50, scikit-learn, sgd-classifier, sqlite3, streamlit, tensorflow2
- Language: Jupyter Notebook
- Homepage:
- Size: 785 MB
- Stars: 0
- Watchers: 1
- Forks: 2
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE