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  base_model:
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- - Ultralytics/YOLO11
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  tags:
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  - logo
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  - not-for-all-audiences
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  pipeline_tag: video-classification
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- # 🚀 INFORME EJECUTIVO YOLOv8m - MODELO AVANZADO LOGOS DEPORTIVOS
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- ## Modelo: modelo_entreno_2025-08-31_11-36-03-184461
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- ### 🗓️ Fecha de Análisis: 31 de August de 2025
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- ## 📊 COMPARATIVA CON MODELOS ANTERIORES
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- ### 🏆 Evolución de la Familia de Modelos
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  | Modelo | Arquitectura | mAP50 | Precisión | Recall | F1-Score | Épocas | Tiempo |
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  |--------|-------------|-------|-----------|--------|----------|---------|--------|
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- | YOLOv8s (Aug-30) | YOLOv8s | 90.46% | 92.01% | 85.60% | 88.69% | 100 | 1.8h |
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- | YOLOv8s Extended (Aug-31) | YOLOv8s | 88.39% | 92.08% | 82.55% | 87.06% | 130 | 3.2h |
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  | **YOLOv8m (ACTUAL)** | **YOLOv8m** | **90.38%** | **93.94%** | **81.97%** | **87.55%** | **100** | **5.9h** |
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- ### 📈 Mejoras Respecto al Mejor Modelo Anterior
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- | Métrica | Mejor Anterior | YOLOv8m Actual | Cambio | Evaluación |
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- |---------|----------------|----------------|---------|------------|
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- | **mAP50** | 90.46% (YOLOv8s) | 90.38% | -0.08% | ≈ SIMILAR |
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- | **Precisión** | 92.08% | 93.94% | +1.86% | 🎯 MEJOR |
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- | **Recall** | 85.60% | 81.97% | -3.63% | ≈ SIMILAR |
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- | **Arquitectura** | YOLOv8s | YOLOv8m | +14.7M parámetros | 🧠 **UPGRADE SIGNIFICATIVO** |
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  base_model:
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+ - Ultralytics/YOLOv8
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  tags:
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  - logo
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  - not-for-all-audiences
 
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  pipeline_tag: video-classification
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+ # 🚀 INFORME EJECUTIVO detect_logo mediun - MODELO AVANZADO LOGOS DEPORTIVOS
 
 
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  | Modelo | Arquitectura | mAP50 | Precisión | Recall | F1-Score | Épocas | Tiempo |
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  |--------|-------------|-------|-----------|--------|----------|---------|--------|
 
 
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  | **YOLOv8m (ACTUAL)** | **YOLOv8m** | **90.38%** | **93.94%** | **81.97%** | **87.55%** | **100** | **5.9h** |
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