Dataset Versions

v16

2024-10-25 3:54am

Generated on Oct 25, 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 84%
1744Images
Valid Set 10%
216Images
Test Set 5%
104Images

Preprocessing

Auto-Orient: Applied
Static Crop: 21-85% Horizontal Region, 34-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns

Augmentations

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

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