Dataset Versions

v5

2024-12-17 2:08am

Generated on Dec 16, 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 89%
141Images
Valid Set 7%
11Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: bad
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Hue: Between -39° and +39°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.61% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

Similar Projects

See More
525 images 1 model