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README.md
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pipeline_tag: video-classification
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# 🚀 INFORME EJECUTIVO
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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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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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| **YOLOv8m (ACTUAL)** | **YOLOv8m** | **90.38%** | **93.94%** | **81.97%** | **87.55%** | **100** | **5.9h** |
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