Dataset Versions

v15

2023-05-21 6:29am

Generated on May 21, 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 86%
447Images
Valid Set 8%
41Images
Test Set 6%
29Images

Preprocessing

Resize: Stretch to 640x360

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -50° and +50°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1% of pixels

Similar Projects

See More
219 images 1 model
181 images 1 model