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roboump

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Update README.md

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![confusion_matrix](https://cdn-uploads.huggingface.co/production/uploads/697294cf06dbc59ddb0601f0/5PMZO_0lhXkPzC452UcQB.png)

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@@ -32,8 +32,11 @@ Resolution: 640 × 640 px (resized)
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  Class Distribution
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  ball: ~551 images — 70 / 20 / 10 split
 
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  batter: ~774 images — 70 / 20 / 10 split
 
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  pitcher: ~774 images — 70 / 20 / 10 split
 
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  strike_zone: ~300 images — 70 / 20 / 10 split
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  Annotation Process
@@ -68,6 +71,7 @@ pitcher: mAP@50 = 0.97, F1 = 0.84
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  strike_zone: mAP@50 = 0.82, F1 = 0.88
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  Confusion Matrix Summary
 
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  Ball: 69 correctly predicted, 33 missed as background (~32% miss rate)
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  Batter: 145/145 correct
 
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  Class Distribution
33
 
34
  ball: ~551 images — 70 / 20 / 10 split
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+
36
  batter: ~774 images — 70 / 20 / 10 split
37
+
38
  pitcher: ~774 images — 70 / 20 / 10 split
39
+
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  strike_zone: ~300 images — 70 / 20 / 10 split
41
 
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  Annotation Process
 
71
  strike_zone: mAP@50 = 0.82, F1 = 0.88
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  Confusion Matrix Summary
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+ ![confusion_matrix](https://cdn-uploads.huggingface.co/production/uploads/697294cf06dbc59ddb0601f0/5PMZO_0lhXkPzC452UcQB.png)
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  Ball: 69 correctly predicted, 33 missed as background (~32% miss rate)
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  Batter: 145/145 correct