Dataset Versions

v2

2023-10-31 11:11pm

Generated on Nov 1, 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 %
0Images
Valid Set %
0Images
Test Set 100%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 867x577

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 11% of images
Hue: Between -31° and +31°
Blur: Up to 0.5px
Noise: Up to 3% of pixels