Dataset Versions

v7

2023-04-12 11:40am

Generated on Apr 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 87%
5504Images
Valid Set 8%
530Images
Test Set 4%
260Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 500x500
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Exposure: Between -50% and +50%