Towards Multi-Camera System for the Evaluation of Motorcycle Driving Test

Object Detection

Dataset Versions

v18

2023-03-17 3:43pm

Generated on Mar 17, 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 87%
975Images
Valid Set 8%
90Images
Test Set 5%
51Images

Preprocessing

Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 3% of pixels