Dataset Versions

v14

2024-09-21 9:13am

Generated on Sep 21, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 92%
11019Images
Valid Set 4%
468Images
Test Set 4%
452Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%

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