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circleDS

Object Detection

circleDS Image Dataset

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Versions
2023-05-09 4:25pm
v2
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a year ago
2023-05-09 3:35pm
v1
·
a year ago
v2

2023-05-09 4:25pm

Generated on May 9, 2023
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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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2038 Total Images

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Dataset Split

Train Set 88%
1785Images
Valid Set 8%
168Images
Test Set 4%
85Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each