Dataset Versions

v2

2023-02-01 12:14pm

Generated on Feb 1, 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 96%
540Images
Valid Set %
0Images
Test Set 4%
20Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 17% of images
Hue: Between -11° and +11°
Saturation: Between -17% and +17%
Brightness: Between -9% and +9%
Exposure: Between -7% and +7%