Work

PCB

Object Detection

PCB Image Dataset

v3

2024-01-10 3:23pm

Generated on Jan 10, 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 72%
1247Images
Valid Set 17%
284Images
Test Set 11%
190Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied

Augmentations

No augmentations were applied.
PCB
123
all
1826 images
321
Tile
1791 images
PCB
123
123-kjea
1973 images