Dataset Versions

v11

2024-09-02 4-16am resize-

Generated on Sep 2, 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 92%
1197Images
Valid Set %
0Images
Test Set 8%
100Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-78% Horizontal Region, 29-100% Vertical Region
Resize: Fill (with center crop) in 224x119

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%
Blur: Up to 1px
Noise: Up to 0.3% of pixels

Similar Projects

See More
499 images 1 model