datadengt Dataset

v1

2024-05-07 11:36am

Generated on May 7, 2024

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 93%
5007Images
Valid Set 4%
194Images
Test Set 3%
178Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
tld
tld
traffic-lights
578 images
traffic-light
2522 images
dl
traffic-light-
1524 images