Dataset Versions

v7

2024-01-05 12:14am

Generated on Jan 4, 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 75%
176Images
Valid Set 15%
35Images
Test Set 11%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Tile: 1 rows x 1 columns

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -20% and +20%