Dataset Versions

v7

2024-04-23 4:04am

Generated on Apr 23, 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 85%
648Images
Valid Set 10%
74Images
Test Set 5%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 624x624
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -9° and +9°
Shear: ±11° Horizontal, ±11° Vertical
Brightness: Between -12% and +12%
Exposure: Between -7% and +7%
Blur: Up to 1.6px

Similar Projects

See More
723 images 2 models