Sistemas Ciberfsicos

Gazebo

Object Detection

Gazebo Image Dataset

v1

2023-10-19 6:22pm

Generated on Oct 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.
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Dataset Split

Train Set 89%
872Images
Valid Set 6%
55Images
Test Set 6%
54Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Blur: Up to 2.25px
Noise: Up to 3% of pixels