Dataset Versions

v12

2023-05-27 6:31pm

Generated on May 27, 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 74%
2000Images
Valid Set 18%
487Images
Test Set 7%
200Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 1px
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Brightness: Between -25% and +25%