Parking

Final

Object Detection

Final Image Dataset

v4

2024-06-10 1:00am

Generated on Jun 9, 2024

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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 88%
126Images
Valid Set 8%
12Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Blur: Up to 4px
cars
60 images
Car
Car
60 images
car-bike-bicycle
173 images
car-motercycle-bicycle
173 images