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title: Jewelry Recommender |
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emoji: 💎 |
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colorFrom: purple |
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colorTo: pink |
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sdk: gradio |
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sdk_version: 3.50.2 |
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app_file: updatedcode/app.py |
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pinned: false |
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license: mit |
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duplicated_from: null |
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models: |
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- efficientnet |
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- faiss |
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python_version: 3.9 |
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datasets: |
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- None |
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tags: |
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- image-similarity |
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- jewelry |
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- recommendation-system |
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- computer-vision |
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gradio: |
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theme: default |
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dark_background: False |
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live: False |
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capture_session: False |
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allow_flagging: never |
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queue_concurrency_count: 1 |
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max_file_size: 10 |
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dependencies: |
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-torch>=2.0.0 |
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-torchvision>=0.15.0 |
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-faiss-cpu>=1.7.0 |
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-scikit-learn>=1.0.0 |
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-numpy>=1.20.0 |
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-pandas>=1.3.0 |
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-pyarrow>=7.0.0 |
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-matplotlib>=3.5.0 |
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-Pillow>=9.0.0 |
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-tqdm>=4.60.0 |
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-ipywidgets>=7.7.0 |
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-gdown>=4.5.0 |
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-gradio>=3.0.0 |
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-concurrent-log-handler>=0.9.20 |
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-plotly>=5.10.0 |
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hardware: |
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accelerator: cpu |
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cpu: 2 |
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memory: 16GB |
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files: |
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- app.py |
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- jewelry_index.idx |
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- jewelry_metadata.pkl |
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- README.md |
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information: |
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description: > |
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This Jewelry Recommender app uses computer vision to find similar jewelry items |
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based on a reference image. Upload an image of jewelry, provide an image URL, |
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or paste a base64-encoded image to get visually similar recommendations. |
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The system uses an EfficientNet model for feature extraction and FAISS for fast similarity search. |
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license: MIT |
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author: Maazuddin |
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repository: https://github.com/Maazuddin1/jewelry-recommender |
