Dataset Versions

v6

2021-09-11 4:08pm

Generated on Sep 11, 2021

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 69%
5488Images
Valid Set 31%
2503Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Grayscale: Apply to 10% of images
Cutout: 5 boxes with 10% size each
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 7% of pixels