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Recommends Apparel based on Text, Visual features, and weighted similarity using brand and color similarity.

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Amazon-Apparel-Recommendations

Recommends Apparel based on user interest.

Strategy:

  1. Explore the dataset, find Basic stats for the feature important features
  2. Remove duplicate items
  3. Text pre-processing
  4. Text based product similarity
  5. Weighted similarity using brand and color
  6. Visual features based product similarity

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Recommends Apparel based on Text, Visual features, and weighted similarity using brand and color similarity.

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visual-features amazon-apparel-recommendations

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