Dataset Versions

v14

2023-01-25 5:06pm

Generated on Jan 25, 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 62%
945Images
Valid Set 19%
288Images
Test Set 19%
290Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 1
Grayscale: Apply to 4% of images
Brightness: Between -34% and +34%
Blur: Up to 1.75px
Noise: Up to 5% of pixels

Similar Projects

See More
184 images