Dataset Versions

v5

2024-01-22 7:44pm

Generated on Jan 22, 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 96%
1179Images
Valid Set 4%
45Images
Test Set 1%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 21% of images
Brightness: Between -24% and +24%
Blur: Up to 2.7px
Noise: Up to 1.68% of pixels
Bounding Box: Brightness: Between -65% and +65%
Bounding Box: Exposure: Between -11% and +11%
Bounding Box: Blur: Up to 2.5px