Dataset Versions

v4

2024-09-10 4:59am

Generated on Sep 10, 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 85%
210Images
Valid Set 10%
25Images
Test Set 5%
12Images

Preprocessing

Resize: Stretch to 1280x1280
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -3° and +3°
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -3° and +3°