Dataset Versions

v5

2023-12-03 11:18am

Generated on Dec 3, 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 100%
672Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 1 columns

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Hue: Between -100° and +100°
Noise: Up to 10% of pixels
Cutout: 18 boxes with 1% size each
Bounding Box: Shear: ±30° Horizontal, ±7° Vertical
Bounding Box: Blur: Up to 6.5px

Similar Projects

See More