Wouter van Gastel

PCB Upright

Object Detection

PCB Upright Image Dataset

v3

6x6_1.0trunc

Generated on Apr 3, 2022

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.
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Dataset Split

Train Set 70%
546Images
Valid Set 20%
154Images
Test Set 10%
77Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 6 rows x 6 columns
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.