Micro-PCB Images Dataset
Micro-PCB Images Dataset
Datasets
Micro-PCB Images
File
Micro-PCB Images
Use Case
Micro-PCB Images
Description
Explore our dataset of 8,125 high-resolution micro-PCB images, featuring 13 distinct micro-PCBs in 125 unique orientations under ideal lighting.
Description:
This dataset features 8,125 high-resolution images of 13 micro-PCBs, with each image averaging 1949×2126 pixels. The micro-PCBs were captured in 25 different positions relative to the camera under ideal lighting conditions. Each position includes 5 different rotations, creating 125 unique orientations for each micro-PCB. Each orientation was captured 4 times for training, and a different but nearly identical micro-PCB was captured once for testing.
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Key Features
- Total Images: 8,125
- Resolution: Average 1949×2126 pixels
- Micro-PCBs: 13 distinct micro-PCBs
- Orientations: 25 positions, 5 rotations each
- Capture Conditions: Ideal lighting
- Train/Test Split: 6,500 training images, 1,625 test images
Dataset Structure
- Training Set:
- 13 micro-PCBs
- 125 unique orientations per micro-PCB
- 500 images per micro-PCB
- Test Set:
- 13 nearly identical micro-PCBs
- 125 unique orientations per micro-PCB
- 125 images per micro-PCB
Usage
This dataset is ideal for machine learning applications that require high-precision image recognition and classification. The consistent lighting and varied orientations ensure robustness in model training and evaluation.
This dataset is sourced from Kaggle.
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