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Object Detection

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2023-12-30 12:15pm
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2023-11-21 12:56pm

Generated on Nov 21, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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656 Total Images

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Dataset Split

Train Set 88%
576Images
Valid Set %
0Images
Test Set 12%
80Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Cutout: 3 boxes with 10% size each
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -22% and +22%