Dataset Versions

v4

2023-05-23 4:26pm

Generated on May 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 88%
3723Images
Valid Set 8%
343Images
Test Set 4%
178Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x360
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels

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