Dataset Versions

v10

2024-10-25 4:04pm

Generated on Oct 25, 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 82%
1179Images
Valid Set 18%
255Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 320x180
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Noise: Up to 0.04% of pixels

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