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PCB Defect Detection using FPGA and Image Processing
PCB Defect Detection using FPGA and Image Processing
 
This project comes in two variants -
  • Software-based -> focuses on implementing an image processing system using Verilog on an FPGA for detecting image defects. The system processes input images stored in HEX format, converts them to grayscale, and identifies defective pixels using a tolerance-based approach. The output images, including grayscale, inverted, and marked defect images, are saved in BMP format.
 
  • Hardware Implementation -> Here we modify the Model A with hardware integration where we connect the FPGA board with a Camera to take real time images of the PCB and a Display to see the output.
 
Multiple Board Options - 
  1. EDGE FPGA Z7-10 Zynq 7010 Developement Board
  2. Digilent Arty Z7-10: Zynq 7010 Development Board
  3. EDGE FPGA Z7-20 Zynq 7020 Developement Board
  4. Digilent Arty Z7-20: Zynq 7020 Development Board
 
The pricing of the project will vary based on the board selected.
 
Output Options -
  1. WiFi Server Output - Included
  2. HDMI Display Output - Can be added additionally, charges applicable
 
Types of Defect Detected -
  1. Open-Circuit connections (for both boards)
  2. Short-Circuit connections (for both boards)
  3. Wrong Components (only for Z-20 Z7020 FPGA Boards)
  4. Missing Components (only for Z-20 Z7020 FPGA Boards)
More features can be added as per request. Please reach out to us before ordering, if you need any more features to be added.
 
Project Includes(Hardware Version) -
  • Code Files
  • Circuit Connections/Diagram
  • Project Hardware - FPGA Board, Camera, Wi-Fi Module, Wires, USB Cable
  • PCBs - Good & Bad(only if the option is selected while purchasing)
 
The Software used is Vivado 2018 or above and the programming is done in Verilog.
 
The Software Version will include only the Project Code Files for Vivado and nothing else.
 
Additional things to consider -
  1. PCBs - The customer should have their own good & bad PCBs or purchase the same from us. We will provide 1 Good PCB & min. of 4 Bad PCBs
  2. The setup should be made such that the camera should be placed on a fixed location and the PCBs are of same dimensions placed at a fixed place, to get the correct results. If you need guidance or support on this then let us know.
  3. If you require Project Reports, PPTs, Video Tutorials or any other information, additional charges will be applicable.
 
Queries? Contact us
Email - learnelectronicsindia.com@gmail.com
Phone/WhatsApp - (+91) - 7600948607
 
Shipping Weight = 2 Kilograms (For hardware variant)

PCB Defect Detection using FPGA and Image Processing

From ₹16,194.00Sale Price
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