circle deyection Dataset

v1

2024-06-21 10-37am

Generated on Jun 21, 2024

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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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Dataset Split

Train Set 86%
30Images
Valid Set 14%
5Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between 0% and +0%
Blur: Up to 2.8px
Noise: Up to 1.96% of pixels
test999
3201 images
red_ball-blue_call
1219 images
cans-and-blocks
1876 images
green_dock-blue_dock-red_dock
52 images