Dataset Versions

v2

2024-12-21 5:16pm

Generated on Dec 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 82%
2952Images
Valid Set 12%
420Images
Test Set 6%
208Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Flip: Horizontal

Similar Projects

See More
520 images 1 model
x
1.9k images 1 model