Dataset Versions

v10

2021-11-15 3:34pm

Generated on Nov 15, 2021

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 70%
176Images
Valid Set 20%
51Images
Test Set 10%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x480
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 1
Rotation: Between -45° and +45°
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%

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