Sammy

Car Components Dataset

Object Detection

Car Components Dataset Image Dataset

v6

Augment 5x - 416x280 Size

Generated on Jan 5, 2022

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 92%
4132Images
Valid Set 5%
238Images
Test Set 3%
122Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x280

Augmentations

Outputs per training example: 5
Saturation: Between -50% and +50%