Completed

OpenCV based automated inspection of pcb board assemling

For our projects we would like to have a simple automated assembling inspection of a pcb with python script. In a first step we will use images, later we will improve the concept to use hdmi frame grabber card. Several pictures of the pcb are given to the script and it must inspect the pcb. If a criteria is violated, the component and/or soldering pad in question must be marked on the image.

Inspection criteria:

- component is present

- component is well aligned (no tombstone, aligned on pads)

- component orientation is correct (based on marker or text)

- component with text is soldered on correct position (if text readable)

- soldering between component and pcb is good

- integrated circuit pin have no bridges

Example:

[login to view URL]

The source code from this work will be published on github

[login to view URL]

Skills: Artificial Intelligence, Machine Learning (ML), OpenCV, Python

See more: corel pcb board, pcb board outline layer altium, manual pcb board altium, pcb board industry, gps tracking pcb board, usb hub pcb board, arm pcb board, pcb board layout using altium, speed pcb board designer salary, web based pcb board, arm7 pcb board, pci based analog digital converter board, web based fantasy football draft board, eagle pcb board, eagle pcb board routing, routing a pcb board based on already prepared schematics, designing a small pcb board for a very simple taskregarding power management, designing a small pcb board for a very simple task regarding power management, designing a small pcb board for a very simple task regarding power management of another product using Attiny85

About the Employer:
( 44 reviews ) Rieden, Switzerland

Project ID: #19633958

Awarded to:

p0ete

Hello, I am a huge fan of computer vision. I did several projects with tensorflow or keras, you can check my Github if you like: [login to view URL] I hope that you will trust me for your project. Pauline

$140 USD in 7 days
(0 Reviews)
0.0

16 freelancers are bidding on average $216 for this job

schoudhary1553

Hello, I have gone through your job posting and become very much interested to work with you. I am an expert in this field. I have already completed several projects like this. For evidence you can see my profile. Pl More

$250 USD in 5 days
(30 Reviews)
5.8
susanna2018

Hi, Sir!! i am a python expert and full-stack developer with full time. -):-):-) i want to help you with my python skills :-):-):-) “””” Specially Image Processing , Object Detection “””” i use sklearn , T More

$200 USD in 3 days
(26 Reviews)
5.3
BestService222

Dear, Sir. Nice to meet you. I read your project description carefully and am very interested in working for your project. I am able to provide the best product with awesome & attractive UI and good performance and More

$140 USD in 3 days
(16 Reviews)
4.5
AlexanderPGR

Hi, Dear How are you doing? I am very interested in your project. I am always ready for you. I wish you contact me as soon as possible. Let us discuss your project on chat in detail. Thanks for your regards.

$140 USD in 7 days
(9 Reviews)
4.3
ming87

Hello, Nice to see you. While I read your description, I was excited due to feeling that I would be able to satisfy for your requirements in this job. I have rich experience and expertise to develop various kinds of ob More

$800 USD in 10 days
(5 Reviews)
3.7
softtronicstech

Hi, I have experience with these kinds of projects. please check some demos below people counter with raspberry pi [login to view URL] opencv lawn detection [login to view URL] More

$250 USD in 7 days
(4 Reviews)
3.5
Ivan927

Hello! I am very interested in your post project. i have rich experience on it. I think this project is very suitable for me and i am sure i can give you good result . I can help you if you'd like looking forwar More

$155 USD in 3 days
(2 Reviews)
3.4
ZhenG2019

---- See here while a short time ----- Dear sir. I read the "Requirement" in carefully, I well understood your requite. As you know by see my profile, I have full development experience as image processing expert. More

$300 USD in 7 days
(3 Reviews)
3.0
cindcoder

Hi, there. I have read your project description carefully. I'd like to with you on this project if possible! My name is Filipp and I am a talented computer scientist with nearly 10 years of experience. I have ric More

$50 USD in 3 days
(3 Reviews)
3.0
fivestar10

Dear Client! Nice to meet you. High Quality, Resonable Budget!! have read your requirements carefully. and interested in your job. I have much experiences with projects like your project. And can complete your work ON More

$140 USD in 7 days
(1 Review)
2.7
ofive

Dear sir. I have read your description with great interest. I have experiences with lots of project. Also I am able to finish the task in time. If you send me a message, we can discuss more. I am waiting for your r More

$200 USD in 7 days
(1 Review)
0.0
techlinesols6

Dear Prospect Hiring Manager. Thank you for giving me a chance to bid on your project. i am a serious bidder here and i have already worked on a similar project before and can deliver as u have mentioned "I can do th More

$140 USD in 7 days
(1 Review)
0.0
sushmita7678

Dear employer, I am expert in openCV python I have made various projects on it. One of them was a chatbot with facial and emotion recognition based on openCV. You can be rest assured for quality work.

$55 USD in 3 days
(0 Reviews)
0.0
cooddooc

Hi!I'm very happy to have a chance of bidding your [login to view URL] can we talk?Please schedule a time? I am an excellent developer in this industry. If we work together, I will satisfy you fully. Please give me 10 minutes More

$140 USD in 7 days
(0 Reviews)
0.0
nataliyapetelina

I represent a team of talented and experienced machine learning engineers, data scientists and computer vision specialists. All of them have solid skills to work with variety of projects. We can help you with your proj More

$350 USD in 10 days
(0 Reviews)
0.0