Dataset Versions

v3

2024-09-27 7:35pm

Generated on Sep 27, 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 90%
1491Images
Valid Set 6%
95Images
Test Set 4%
66Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%

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