Taymer

ShangShang Model

Object Detection

ShangShang Model Image Dataset

v1

2024-03-27 4:15pm

Generated on Mar 27, 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.
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Dataset Split

Train Set 87%
1335Images
Valid Set 9%
131Images
Test Set 4%
68Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.5% of pixels
Defect-Neckdown-defect-0dhZ
2811 images
Defect-Neckdown-defect
2811 images
Z
Defect
1041 images
--dDUm
1392 images