Dataset Versions

v7

2024-04-08 10:29am

Generated on Apr 8, 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 87%
18106Images
Valid Set 8%
1726Images
Test Set 4%
863Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1000x1000
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -11° and +11°
Blur: Up to 1.25px
Bounding Box: Noise: Up to 3% of pixels