Dataset Versions

v8

2024-04-23 10:59pm

Generated on Apr 23, 2024

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 85%
500Images
Valid Set 11%
65Images
Test Set 4%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Shear: ±1° Horizontal, ±1° Vertical
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Noise: Up to 0.22% of pixels