zazaz

abbes

Object Detection

abbes Image Dataset

v2

2022-03-09 12:28am

Generated on Mar 8, 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 92%
3555Images
Valid Set 4%
157Images
Test Set 4%
142Images

Preprocessing

Modify Classes: 16 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -38° and +38°
Cutout: 8 boxes with 15% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Shear: ±23° Horizontal, ±14° Vertical

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