Dataset Versions

v5

2024-01-21 6:45pm

Generated on Jan 21, 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 87%
14644Images
Valid Set 9%
1441Images
Test Set 5%
769Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 72 remapped, 54 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -25° and +25°
Grayscale: Apply to 20% of images
Hue: Between -30° and +30°
Brightness: Between -25% and +25%
Exposure: Between -24% and +24%
Cutout: 3 boxes with 6% size each
Bounding Box: Exposure: Between -17% and +17%

Similar Projects

See More
1 qq
9.6k images
7.6k images