Dataset Versions

v4

2023-09-20 1:39am

Generated on Sep 20, 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 88%
2289Images
Valid Set 8%
217Images
Test Set 4%
109Images

Preprocessing

Static Crop: 40-55% Horizontal Region, 44-64% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -47% and +47%
Brightness: Between -17% and +17%

Similar Projects

See More
6.5k images 1 model