yellowid

tw

Object Detection

tw Image Dataset

v1

2024-04-12 11:23am

Generated on Apr 12, 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 90%
903Images
Valid Set 6%
63Images
Test Set 4%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 200x200

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -90° and +90°
Mosaic: Applied

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