127 lines
10 KiB
XML
127 lines
10 KiB
XML
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<text x="350" y="22" fill="#333" font-size="14" font-weight="bold" text-anchor="middle">Receptive Field Growth Across Layers</text>
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<!-- Input (7x7 grid) -->
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<!-- Row by row -->
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<rect x="108" y="90" width="18" height="18" fill="#eee" stroke="#bbb" stroke-width="0.5"/>
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<!-- 3x3 RF outline -->
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</g>
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<text x="100" y="180" fill="#3498db" font-size="10" text-anchor="middle" font-weight="bold">3×3 RF</text>
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<text x="100" y="193" fill="#666" font-size="9" text-anchor="middle">(Layer 1)</text>
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<!-- Arrow -->
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<text x="210" y="115" fill="#666" font-size="10" text-anchor="middle">3×3 conv</text>
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<!-- Layer 1 output (5x5 grid) -->
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</g>
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<text x="330" y="180" fill="#e74c3c" font-size="10" text-anchor="middle" font-weight="bold">5×5 RF</text>
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<text x="330" y="193" fill="#666" font-size="9" text-anchor="middle">(Layer 2)</text>
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<!-- Arrow -->
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<text x="440" y="115" fill="#666" font-size="10" text-anchor="middle">3×3 conv</text>
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<!-- Layer 2 output (3x3 grid) -->
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<text x="560" y="48" fill="#666" font-size="11" text-anchor="middle">After Layer 2</text>
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</g>
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<text x="560" y="180" fill="#27ae60" font-size="10" text-anchor="middle" font-weight="bold">7×7 RF</text>
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<text x="560" y="193" fill="#666" font-size="9" text-anchor="middle">(Layer 3)</text>
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<!-- Connecting lines showing RF growth -->
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<!-- Bottom note -->
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<text x="350" y="228" fill="#333" font-size="10" text-anchor="middle">Each 3×3 conv layer expands the receptive field by 2 pixels in each direction.</text>
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<text x="350" y="244" fill="#666" font-size="10" text-anchor="middle">RF after L layers of k×k conv: RF = 1 + L × (k − 1). Two 3×3 layers = one 5×5 layer.</text>
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</svg> |