PNCT

CNTRNO

Object Detection

CNTRNO Image Dataset

v3

2023-06-27 11:04am

Generated on Jun 27, 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
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Dataset Split

Train Set 85%
1803Images
Valid Set 8%
178Images
Test Set 6%
133Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Blur: Up to 1.25px
Noise: Up to 2% of pixels