Dataset Versions

v17

2024-05-25 11:19pm

Generated on May 25, 2024

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 95%
1890Images
Valid Set 4%
78Images
Test Set 1%
21Images

Preprocessing

Auto-Orient: Applied
Static Crop: 7-70% Horizontal Region, 30-70% Vertical Region
Resize: Fit within 500x500

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical

Similar Projects

See More
354 images 3 models