Irene JIA

Label

Object Detection

Label Image Dataset

v7

2023-08-25 11:08am

Generated on Aug 25, 2023

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%
3153Images
Valid Set 8%
301Images
Test Set 4%
148Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
lane-object-road
600 images
macau-car-plates
46 images
cars-in-hong-kong
1159 images