Dataset Versions

v7

2023-02-14 3:11pm

Generated on Feb 14, 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 72%
6984Images
Valid Set 18%
1724Images
Test Set 10%
1016Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Modify Classes: 10 remapped, 37 dropped

Augmentations

Outputs per training example: 1
Blur: Up to 2px
Noise: Up to 3% of pixels

Similar Projects

See More