Dataset Versions

v35

2023-10-11 7-29pm

Generated on Oct 11, 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 76%
2988Images
Valid Set 13%
494Images
Test Set 11%
447Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied
Modify Classes: 39 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 45% of images
Cutout: 3 boxes with 10% size each
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Noise: Up to 5% of pixels

Similar Projects

See More
1 hh
3.5k images
100 images