Sammy

Car Components Dataset

Object Detection

Car Components Dataset Image Dataset

v8

Remapped Generic Classes. Aug 7x

Generated on Jul 8, 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 94%
5908Images
Valid Set 4%
238Images
Test Set 2%
122Images

Preprocessing

Resize: Fit within 400x283
Modify Classes: 6 remapped, 3 dropped

Augmentations

Outputs per training example: 7
Saturation: Between -50% and +50%
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Noise: Up to 4% of pixels