Dataset Versions

v12

2023-06-17 11:57pm

Generated on Jun 17, 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 100%
100Images
Test Set %
0Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Hue: Between -165° and +165°
Blur: Up to 18px
Bounding Box: Rotation: Between -37° and +37°
Bounding Box: Brightness: Between -78% and +78%
Bounding Box: Blur: Up to 8px