PCB Defect Detection Dashboard
Upload a PCB image to detect manufacturing defects and receive an inspection report with
severity assessment, likely root cause, impact, and
recommended action for each detected defect type.
This interface combines a fine-tuned YOLOv8s defect detector with a structured PCB defect interpretation layer.
📤 Input Panel
0.1 0.9
Supported formats: JPG, JPEG, PNG
Recommended: clear grayscale PCB images similar to DeepPCB-style inspection images.
Recommended: clear grayscale PCB images similar to DeepPCB-style inspection images.
🔍 Detection Output
Defects Found
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Highest Severity
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Unique Defect Types
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Avg Confidence
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📋 Intelligent Inspection Report
Inspection report will appear here
Upload a PCB image and run inspection to view defect analysis, severity, likely root cause, impact, and recommended action.
🖼 Example PCB Images
Click any example to load it into the input panel
Note: Severity, root cause, impact, and recommended action are generated from a structured PCB defect knowledge layer built on top of the model's class predictions.
The YOLO model itself performs visual defect detection; higher-level interpretation should still be reviewed in the context of PCB manufacturing and inspection workflows.
Model card: Janani-V/pcb-defect-yolov8s-deeppcb
Model card: Janani-V/pcb-defect-yolov8s-deeppcb