Welcome to the Fashion Recommender System! This system utilizes a large fashion product image dataset to recommend similar products based on their features.
- Big Size (25 GB): Download Kaggle Big Size Dataset
- Small Size (593 MB): Download Kaggle Small Size Dataset
- Pickle File for Feature Embedding: Download Feature Embedding Pickle File
- Small Dataset: Download Small Dataset
Follow these steps to get started:
- Install the required dependencies using pip:
pip install -r requirements.txt
Make sure to check compatibility with your system.
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Download the fashion dataset from any of the Kaggle links mentioned above.
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Verify that you have both pickle files (embeddings.pkl and filenames.pkl) installed.
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Ensure all files are in the same directory.
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To launch the web server, execute the following command:
streamlit run main.py