Dataset Versions

v14

2021-12-12 10:36pm

Generated on Dec 12, 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 100%
1944Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 1136x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Grayscale: Apply to 10% of images
Brightness: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 2% of pixels
Cutout: 20 boxes with 2% size each