13213123

123

Object Detection

123 Image Dataset

v1

2024-05-28 9:33pm

Generated on May 28, 2024

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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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Dataset Split

Train Set 82%
42Images
Valid Set 14%
7Images
Test Set 4%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 26% Minimum Zoom, 47% Maximum Zoom
Rotation: Between -34° and +34°
Shear: ±24° Horizontal, ±27° Vertical