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outfit-matching

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Lefteris-Souflas / AI-Fashion

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"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.

machine-learning scikit-learn python3 image-classification sqlite3 resnet-50 k-means-clustering cnn-classification sgd-classifier tensorflow2 streamlit outfit-matching passive-aggressive-classifier efficientnetv2 business-idea outfit-planner
  • Updated Mar 18, 2024
  • Jupyter Notebook

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