Dataset Versions

v1

2024-06-08 10:30am

Generated on Jun 8, 2024

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 94%
1855Images
Valid Set 3%
55Images
Test Set 3%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -19% and +19%

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