workshop1

sign

Object Detection

sign Image Dataset

v2

2022-04-20 11:22am

Generated on Apr 20, 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.
Other Formats
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Dataset Split

Train Set 85%
63Images
Valid Set 8%
6Images
Test Set 7%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical