dark eden

3d printing fail detection

Object Detection

3d printing fail detection Image Dataset

v9

2024-03-23 9:25pm

Generated on Mar 24, 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
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Dataset Split

Train Set 96%
7030Images
Valid Set 2%
168Images
Test Set 2%
132Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 9
Flip: Horizontal, Vertical
Brightness: Between -15% and +15%
Blur: Up to 1.5px