komingfo

UAS1

Object Detection

UAS1 Image Dataset

v2

2022-12-23 1:40pm

Generated on Dec 23, 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 90%
2693Images
Valid Set 5%
145Images
Test Set 5%
146Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Component
1153 images
UAS
electronic-componen
1175 images
ElectronicComponents
8473 images