Dataset Versions

v6

2023-11-04 8:53pm

Generated on Nov 4, 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 93%
516Images
Valid Set 7%
40Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -13° and +13°
Saturation: Between -20% and +20%
Brightness: Between -24% and +24%
Exposure: Between -20% and +20%
Blur: Up to 1.25px
Noise: Up to 5% of pixels

Similar Projects

See More
308 images 1 model