Dataset Versions

v2

2023-09-16 2:15pm

Generated on Sep 16, 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 85%
567Images
Valid Set 10%
66Images
Test Set 5%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±5° Horizontal, ±5° Vertical
Brightness: Between -15% and +15%
Blur: Up to 1px

Similar Projects

See More
1.4k images 2 models
1.1k images 1 model