Dataset Versions

v6

2023-10-23 3:37pm

Generated on Oct 23, 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 89%
1392Images
Valid Set 7%
112Images
Test Set 4%
64Images

Preprocessing

Auto-Orient: Applied
Tile: 4 rows x 4 columns
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Grayscale: Apply to 70% of images
Bounding Box: Blur: Up to 9px

Similar Projects

See More