new-workspace-u2ayu

Circles

Object Detection

Circles Image Dataset

v2

2022-03-16 5:21pm

Generated on Mar 16, 2022

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 82%
54Images
Valid Set 8%
5Images
Test Set 11%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 21% of images
Hue: Between -99° and +99°
Saturation: Between -99% and +99%
Exposure: Between -56% and +56%
Noise: Up to 11% of pixels
Circle
143 images
square-circle-triangle
919 images
OD
adad
1018 images
colors
300 images