at2

rgbline

Object Detection

rgbline Image Dataset

v3

v3lab

Generated on Jun 17, 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 88%
898Images
Valid Set 8%
83Images
Test Set 4%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x1280
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between 0% and +25%

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