Dataset Versions

v8

2023-10-08 5:39pm

Generated on Oct 8, 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 93%
1464Images
Valid Set 3%
49Images
Test Set 3%
54Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 22-72% Horizontal Region, 22-75% Vertical Region
Resize: Fit within 100x100

Augmentations

Outputs per training example: 2
Grayscale: Apply to 22% of images
Hue: Between -25° and +25°
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -25% and +25%