Dataset Versions

v14

2023-01-10 2:17pm

Generated on Jan 10, 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 92%
1485Images
Valid Set 3%
45Images
Test Set 6%
90Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x1024
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 3
Rotation: Between -4° and +4°
Brightness: Between -15% and +15%
Bounding Box: Flip: Horizontal, Vertical