V

street

Object Detection

street Image Dataset

v16

Final product

Generated on Jun 25, 2023

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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 95%
14625Images
Valid Set 3%
400Images
Test Set 3%
400Images

Preprocessing

Resize: Stretch to 640x640
Tile: 5 rows x 5 columns

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Background-SignStore-Pole
481 images
object
481 images
Background-SignStore-Pole
481 images
Shopsigns-InformationLabels
481 images