traici

polygon

Object Detection

polygon Image Dataset

v1

2024-06-24 10:21am

Generated on Jun 24, 2024

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 87%
365Images
Valid Set 9%
37Images
Test Set 4%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 160x160

Augmentations

Outputs per training example: 3
Blur: Up to 1.6px
polygon
105 images
glass,carpet,wires,ramp
1895 images
Artificial-targets
170 images
OBJECTS
4301 images