Dataset Versions

v5

2023-10-19 4:03pm

Generated on Oct 19, 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 91%
136Images
Valid Set 8%
12Images
Test Set 1%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 2000x2000
Grayscale: Applied

Augmentations

Outputs per training example: 4
Rotation: Between -8° and +8°
Saturation: Between -40% and +40%
Brightness: Between -25% and +25%
Blur: Up to 0.75px
Noise: Up to 3% of pixels