Dataset Versions

v4

2023-10-15 8:16pm

Generated on Oct 16, 2023

Popular Download Formats

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.
Other Formats
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Dataset Split

Train Set 87%
1071Images
Valid Set 8%
104Images
Test Set 4%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 767x480

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±9° Horizontal, ±9° Vertical
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%

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