Dataset Versions

v4

2023-04-10 8:33am

Generated on Apr 10, 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.
Other Formats
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Dataset Split

Train Set 70%
1399Images
Valid Set 20%
399Images
Test Set 10%
201Images

Preprocessing

Modify Classes: 2 remapped, 1 dropped

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical
Rotation: Between -15掳 and +15掳
Shear: 卤15掳 Horizontal, 卤15掳 Vertical
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15掳 and +15掳
Bounding Box: Shear: 卤15掳 Horizontal, 卤15掳 Vertical