Dataset Versions

v8

2023-06-13 8:05pm

Generated on Jun 13, 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%
1616Images
Valid Set 12%
214Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 768x768
Tile: 1 rows x 2 columns
Modify Classes: 27 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%

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