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SathyaSantosh77 commited on
Commit ·
14c61c5
1
Parent(s): d073163
update content
Browse files
app.py
CHANGED
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@@ -393,7 +393,7 @@ ARCH_INFO = """
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**Bilinear skip connection** — `output = F.interpolate(lr, 256×256) + vit_residual`. Model learns residual correction only, not full reconstruction from scratch.
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### Results
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| Benchmark | PSNR | SSIM |
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|-----------|------|------|
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| DIV2K validation | 25.20 dB | 0.8298 |
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@@ -405,19 +405,13 @@ with gr.Blocks(css=CSS, title="Dense-Iso-ViT SR") as demo:
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# header
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gr.HTML("""
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</div>
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by <span>Sathya77</span> ·
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23.8M params ·
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24.11 dB LSDIR ·
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25.20 dB DIV2K val
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</div>
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</div>
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""")
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with gr.Row():
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with gr.Column(scale=1):
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**Bilinear skip connection** — `output = F.interpolate(lr, 256×256) + vit_residual`. Model learns residual correction only, not full reconstruction from scratch.
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### Results
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+
| Benchmark | Avg PSNR | Avg SSIM |
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|-----------|------|------|
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| DIV2K validation | 25.20 dB | 0.8298 |
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# header
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gr.HTML("""
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<div class="header-block">
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<div class="header-title">Dense-Iso-ViT</div>
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<div class="header-sub">
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Constant-Resolution Hierarchical Vision Transformer for ×4 Image Super-Resolution
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</div>
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</div>
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""")
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with gr.Row():
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with gr.Column(scale=1):
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