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Object Detection 2.1

Object Detection

Object Detection 2.1 Image Dataset

v2

2023-11-15 5:37pm

Generated on Nov 15, 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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Dataset Split

Train Set 87%
12780Images
Valid Set 8%
1221Images
Test Set 4%
608Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -31° and +31°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels