Dataset Versions

v7

2022-04-19 5:12pm

Generated on Apr 19, 2022

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%
6168Images
Valid Set 8%
560Images
Test Set 4%
303Images

Preprocessing

Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 9% Maximum Zoom
Rotation: Between -7° and +7°
Brightness: Between -10% and +10%

Similar Projects

See More
98 images 2 models