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README.md
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**ACE-V1 SHA 256**
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**ACE-V1.1 SHA 256**
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Generated 01-
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| **Recall** | **89.7%** |
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| **Background Specificity** | **1.00 (Perfect)** |
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#### **Validation Proof**
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*Figure 1: Normalized Confusion Matrix showing perfect separation of healthy tissue (Background).*
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**ACE-V1 SHA 256** bf210b74eb61c4729a8155137ba830ada8106c14ddd59e0b2e4886b3bde53056
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**ACE-V1.1 SHA 256** 7d95e4e369f39149866c38d44aec0c668ad703147fd30b28df99e514e41fd853
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Generated 01-19-2026 | 18:00 EST
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| **Recall** | **89.7%** |
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| **Background Specificity** | **1.00 (Perfect)** |
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### Performance & Testing (Blind Test)
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| Metric | Value |
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| :--- | :--- |
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| **mAP50** | **0.899** |
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| **Precision** | **90.0%** |
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| **Recall** | **83.8%** |
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| **Background Specificity** | **1.00 (Perfect)** |
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#### **Validation Proof**
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*Figure 1: Normalized Confusion Matrix showing perfect separation of healthy tissue (Background).*
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