README.md

metadata

title: PCB Defect Detector
emoji: 🛠️
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.31.0
app_file: app.py
pinned: false
license: mit

PCB Defect Detector

A Hugging Face Space for PCB defect detection and inspection reporting using a YOLOv8s model fine-tuned on DeepPCB.

What this app does

Upload a PCB image to:

• detect PCB defects with bounding boxes
• identify the defect class
• generate an inspection-style report with:
  • severity
  • explanation
  • likely root cause
  • possible impact
  • recommended action

Supported defect classes

• copper
• mousebite
• open
• pin-hole
• short
• spur

Model

Base detector: YOLOv8s fine-tuned on DeepPCB
Model card: Janani-V/pcb-defect-yolov8s-deeppcb

Notes

• The YOLO model performs defect detection only.
• Severity, explanation, root cause, impact, and action are generated using a rule-based defect knowledge layer built on top of the model outputs.
• This demo is intended for educational, research, and prototype AOI workflows.