Dataset Versions

v7

2024-07-16 8:35am

Generated on Jul 16, 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.
Other Formats
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Dataset Split

Train Set 88%
1173Images
Valid Set 8%
112Images
Test Set 4%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1200x1200

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px

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