kau

capstone_design

Object Detection

capstone_design Image Dataset

v1

2023-10-03 7:18pm

Generated on Oct 3, 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.
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Dataset Split

Train Set 87%
5430Images
Valid Set 8%
517Images
Test Set 4%
259Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Noise: Up to 5% of pixels
kau
rubber_cone-fence-pillar2-pillar
1714 images
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objects
1714 images
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rubber_cone-fance-pillar1-pillar
1714 images