Dataset Versions

v14

2023-11-11 9:12pm

Generated on Nov 12, 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
Choose another format.

Dataset Split

Train Set 57%
252Images
Valid Set 21%
94Images
Test Set 22%
96Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 10% Minimum Zoom, 37% Maximum Zoom
Rotation: Between -15° and +15°
Bounding Box: Flip: Horizontal, Vertical