Diy EmbeddedSystems

TSD

Object Detection

TSD Image Dataset

v1

2022-12-22 12:08pm

Generated on Dec 22, 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.
Other Formats
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Dataset Split

Train Set 86%
1794Images
Valid Set 10%
217Images
Test Set 3%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -13° and +13°
f
Traffic-Sign
911 images
prio-mand-warn-info-forb
461 images
aa
road-signs-Xvxd
4355 images