Dataset Versions

v6

bismillah

Generated on Oct 31, 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 87%
6519Images
Valid Set 11%
824Images
Test Set 2%
139Images

Preprocessing

Isolate Objects: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -8° and +8°
Noise: Up to 1% of pixels
Bounding Box: Brightness: Between -8% and +8%

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