early morning Dataset

v6

2024-03-18 1:01pm

Generated on Mar 18, 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 87%
2580Images
Valid Set 8%
247Images
Test Set 4%
125Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
traffic-sign-dABN
1239 images
traffic-sign
4082 images
traffic-sign
1607 images
traffic-sign-WDWX
1607 images