Dataset Versions

v28

Rachel test 2022-04-29 11:34am

Generated on Apr 29, 2022

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 77%
1857Images
Valid Set 12%
290Images
Test Set 11%
275Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 100% of images
Noise: Up to 3% of pixels
Bounding Box: Brightness: Between -38% and +38%
Bounding Box: Exposure: Between -24% and +24%