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https://github.com/miozilla/pcbmanudef

pcbmanudef :factory::robot: : Manufacturing Anomaly Detection Model # Visual Inspection AI # PCB # Assembly Inspection # Defect # Industrial
https://github.com/miozilla/pcbmanudef

assembly automation detect industrial inspection manufacture printed-circuit-boards visual

Last synced: about 1 month ago
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pcbmanudef :factory::robot: : Manufacturing Anomaly Detection Model # Visual Inspection AI # PCB # Assembly Inspection # Defect # Industrial

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README

          

# pcbmanudef 🏭🤖
pcbmanudef : Manufacturing Anomaly Detection Model # Visual Inspection AI # PCB # Assembly Inspection # Defect

## Objective
- Identify and detect components.
- Apply alignment and detection of components.
- Train a Visual Inspection Assembly Inspection detection model.
- Review process involved in evaluation of trained Assembly Inspection anomaly detection models.
- Review process of creating a trained Assembly Inspection anomaly detection solution artifact.
- Deploy a trained Assembly Inspection solution artifact.
- Perform a batch prediction using an Assembly Inspection solution artifact.

## PCB Manufacturing Anomaly Detection Model

![pcbmanudef001.png](./media/pcbmanudef001.png)

![pcbmanudef002.png](./media/pcbmanudef002.png)

![pcbmanudef003.png](./media/pcbmanudef003.png)

![pcbmanudef004.png](./media/pcbmanudef004.png)

![pcbmanudef005.png](./media/pcbmanudef005.png)

![pcbmanudef006.png](./media/pcbmanudef006.png)

![pcbmanudef007.png](./media/pcbmanudef007.png)

![pcbmanudef008.png](./media/pcbmanudef008.png)

![pcbmanudef009.png](./media/pcbmanudef009.png)

![pcbmanudef010.png](./media/pcbmanudef010.png)

![pcbmanudef011.png](./media/pcbmanudef011.png)

![pcbmanudef012.png](./media/pcbmanudef012.png)

![pcbmanudef013.png](./media/pcbmanudef013.png)

![pcbmanudef014.png](./media/pcbmanudef014.png)

![pcbmanudef015.png](./media/pcbmanudef015.png)

![pcbmanudef016.png](./media/pcbmanudef016.png)

![pcbmanudef017.png](./media/pcbmanudef017.png)

![pcbmanudef018.png](./media/pcbmanudef018.png)

![pcbmanudef019.png](./media/pcbmanudef019.png)

![pcbmanudef020.png](./media/pcbmanudef020.png)

![pcbmanudef021.png](./media/pcbmanudef021.png)