Dataset Versions

v5

2000x2000_1208 Image

Generated on Nov 6, 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 88%
1059Images
Valid Set 8%
99Images
Test Set 4%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2000x2000

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%

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