Dataset Versions

v1

V5 AUGMENTED

Generated on Oct 23, 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.
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Dataset Split

Train Set 87%
4160Images
Valid Set 8%
399Images
Test Set 4%
208Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x600
Modify Classes: 21 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Brightness: Between -17% and +17%