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README.md
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# Art Style Classifier
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An interactive deep learning model that identifies 27 different artistic styles from paintings.
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- 76.2% precision and 74.2% recall
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- Particularly strong at recognizing distinctive styles like Pointillism (90%+ accuracy)
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## Technology
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- Transfer learning with ResNet34
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- Data augmentation techniques including rotation, flipping, and random cropping
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- Class imbalance handling through weighted sampling
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- Trained on MacBook with M3 Apple Silicon
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## How to Use
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1. Upload an image of a painting
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title: Art Style Classifier
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emoji: 🎨
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colorFrom: indigo
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colorTo: blue
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sdk: gradio
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sdk_version: 3.34.0
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app_file: app.py
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pinned: false
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---
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# Art Style Classifier
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An interactive deep learning model that identifies 27 different artistic styles from paintings.
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- 76.2% precision and 74.2% recall
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- Particularly strong at recognizing distinctive styles like Pointillism (90%+ accuracy)
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## How to Use
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1. Upload an image of a painting
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