sergio
125b16c8f7
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27 lines
1.4 KiB
HTML
27 lines
1.4 KiB
HTML
<section>
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<h2>Planteamiento del Problema</h2>
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<div class="highlight-box center-box" style="font-size:0.78em; margin-bottom: 20px;">
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<em>¿Es posible mejorar significativamente el rendimiento de modelos OCR preentrenados para documentos en español mediante la optimización sistemática de hiperparámetros, sin requerir fine-tuning?</em>
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</div>
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<div style="margin-top:10px;">
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<div class="compare-row header">
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<div></div><div>Fine-tuning completo</div><div>Optimización de hiperparámetros</div>
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</div>
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<div class="compare-row">
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<div class="label-col">Datos</div><div>Miles de imágenes etiquetadas</div><div class="highlight-col">Subconjunto de validación</div>
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</div>
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<div class="compare-row">
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<div class="label-col">Hardware</div><div>GPU alta memoria (>16 GB)</div><div class="highlight-col">CPU / GPU consumo</div>
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</div>
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<div class="compare-row">
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<div class="label-col">Tiempo</div><div>Días / semanas</div><div class="highlight-col">Minutos / horas</div>
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</div>
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<div class="compare-row">
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<div class="label-col">Expertise</div><div>Alto (ML avanzado)</div><div class="highlight-col">Bajo-medio</div>
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</div>
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<div class="compare-row">
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<div class="label-col">Riesgo</div><div>Sobreajuste, catastrófico</div><div class="highlight-col">Limitado, reversible</div>
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</div>
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</div>
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</section>
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