Dataset Versions

v34

NewAgument

Generated on Dec 13, 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 65%
2598Images
Valid Set 35%
1404Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 608x608
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 1 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -20° and +20°
Brightness: Between -30% and +30%