v3

2023-02-02 6:29pm

Generated on Feb 2, 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.
Other Formats
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Dataset Split

Train Set 78%
264Images
Valid Set 12%
42Images
Test Set 9%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 512x512

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 0.75px
-sign-
274 images
pcb-box-webcam-packaging-webcam
1254 images
pcb-box-webcam
1025 images
pcb-box-webcam-58EN
1180 images