preprocessing-skripsi-dataset-weld-defect

Object Detection

Dataset Versions

v2

2024-11-17 11:33am

Generated on Nov 17, 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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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 80%
360Images
Valid Set %
0Images
Test Set 20%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 5 rows x 5 columns
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.