Dataset Versions

v3

2021-12-09 4:34pm

Generated on Dec 9, 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
Choose another format.

Dataset Split

Train Set 72%
438Images
Valid Set 25%
155Images
Test Set 3%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x920

Augmentations

Outputs per training example: 1
Saturation: Between -3% and +3%
Brightness: Between -4% and +4%