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This commit is contained in:
Sergio Jimenez Jimenez
2026-04-19 13:34:48 +02:00
parent 1d097fc3b7
commit 125b16c8f7
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<section>
<h2>Planteamiento del Problema</h2>
<div class="highlight-box center-box" style="font-size:0.78em; margin-bottom: 20px;">
<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>
</div>
<div style="margin-top:10px;">
<div class="compare-row header">
<div></div><div>Fine-tuning completo</div><div>Optimización de hiperparámetros</div>
</div>
<div class="compare-row">
<div class="label-col">Datos</div><div>Miles de imágenes etiquetadas</div><div class="highlight-col">Subconjunto de validación</div>
</div>
<div class="compare-row">
<div class="label-col">Hardware</div><div>GPU alta memoria (>16 GB)</div><div class="highlight-col">CPU / GPU consumo</div>
</div>
<div class="compare-row">
<div class="label-col">Tiempo</div><div>Días / semanas</div><div class="highlight-col">Minutos / horas</div>
</div>
<div class="compare-row">
<div class="label-col">Expertise</div><div>Alto (ML avanzado)</div><div class="highlight-col">Bajo-medio</div>
</div>
<div class="compare-row">
<div class="label-col">Riesgo</div><div>Sobreajuste, catastrófico</div><div class="highlight-col">Limitado, reversible</div>
</div>
</div>
</section>