Dataset Versions

v1

2023-01-25 8:05pm

Generated on Jan 25, 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 87%
1533Images
Valid Set 13%
220Images
Test Set %
0Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 100x100
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Brightness: Between -10% and +10%