Dataset Versions

v10

tes

Generated on Jul 6, 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 96%
8949Images
Valid Set 4%
406Images
Test Set %
0Images

Preprocessing

Isolate Objects: Applied
Resize: Fit within 512x128
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -30% and +30%
Blur: Up to 5px

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