Dataset Versions

v13

BETA 008 - ANG DA CAMERA

Generated on Jul 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 94%
2007Images
Valid Set 5%
106Images
Test Set 1%
11Images

Preprocessing

Resize: Stretch to 704x480

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -5° and +5°
Shear: ±4° Horizontal, ±1° Vertical
Saturation: Between -17% and +17%
Exposure: Between -11% and +11%
Bounding Box: Brightness: Between -9% and +9%

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