Dataset Versions

v13

2023-04-04 2:18am

Generated on Apr 4, 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 88%
2202Images
Valid Set 8%
204Images
Test Set 4%
103Images

Preprocessing

Resize: Stretch to 224x224
Modify Classes: 9 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Shear: ±13° Horizontal, ±15° Vertical
Brightness: Between -38% and +38%
Bounding Box: Exposure: Between -25% and +25%