Dataset Versions

v1

2023-09-22 3:48pm

Generated on Sep 22, 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 93%
321Images
Valid Set 7%
26Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 16 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 0.25px

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