Update app.py
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app.py
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with gr.Blocks(title="WP-CLIP") as demo:
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gr.Markdown("# WP-CLIP - Predicting Wölfflin's Principles")
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gr.Markdown(
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with gr.Blocks(title="WP-CLIP") as demo:
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gr.Markdown("# WP-CLIP - Predicting Wölfflin's Principles")
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gr.Markdown(
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"""This demo lets you upload 1-4 images (right), run the WP-CLIP model, and visualize a radar graph for comparison between images (left).<br>
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For sample images, you can download them from <a href="https://github.com/abhijay9/wpclip/tree/main/samples" target="_blank">this GitHub link</a>. <br>
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<br>
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The principles consist of five scales, each with two contrasting categories: <br>
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1. Linear vs. Painterly: Art can be characterized by either a focus on clear, linear outlines or a more fluid, painterly approach emphasizing color and texture. <br>
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2. Closed vs. Open: Closed forms have defined boundaries, while open forms suggest an incomplete or infinite space beyond the artwork’s edges. <br>
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3. Absolute vs. Relative Clarity: Absolute clarity presents objects with sharp details for realism, while relative clarity contextualizes objects, using techniques like atmospheric perspective to convey depth and mood. <br>
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4. Planar vs. Recessional: Planar art emphasizes flatness and surface, while recessional art creates depth through perspective, focusing on the illusion of space. <br>
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5. Multiplicity vs. Unity: Multiplicity incorporates various elements or perspectives with clearly defined figures and objects, whereas unity focuses on harmony and coherence, with colors appearing seamlessly blended within the artwork. <br>
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<br>
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These contrasting categories, which make up Wolfflin’s five principles, are valuable for the formal analysis of visual art styles in paintings. Please note that Wolfflin acknowledged the interrelatedness and overlap among artistic principles, and our model captures these nuances effectively."""
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