Dataset Versions

v8

2023-06-19 9:08pm

Generated on Jun 20, 2023

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 89%
364Images
Valid Set 6%
24Images
Test Set 5%
19Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 7
Hue: Between -8° and +8°
Saturation: Between -30% and +30%
Brightness: Between -6% and +6%
Exposure: Between -8% and +8%
Cutout: 4 boxes with 10% size each

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