Computer Vision project to identify misprinted labels moving on conveyor belt

Batch number, production date and price information are printed at a specific location on Product lables in a factory environment and they come out in a conveyor belt. It is required to detect any lables which don't get printed with any data (a blank space where the printing should be there) or with erroneous or unreadable printing.

A hardware device, perhaps a Raspberry Pi with a suitable camera attached to it will be mounted above the conveyor belt. From the video stream, the erroneous labels should be identified and signal (a beep) as they are moving.

The two condition of erroneous labels are as follows:

1. No printing at all in the box

2. Text printed in three lines with Price, Month & Year of packaging and batch number (as shown in attached image) should match exactly with the data text entered at the start of the program. If there is a mismatch or unreadable/smudged text, program should indicate (beep) as error label.

A picture of sample blank label, a printed label and a video of lables coming out in the conveyor belt is provided. Any other information or more videos can be provided. It is required by the developer to generate sufficient test data, train the model and provide a python code which can be executed on Windows or Linux environment. Loading the code to Raspberry Pi environment is not the responsibility of the developer and will be handled by ourselves.

Skills: Computer Vision, Python, Machine Learning (ML)

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About the Employer:
( 0 reviews ) Bangalore, India

Project ID: #22161873

11 freelancers are bidding on average ₹43005 for this job


Hey, I am 4 years PhD student in the field of machine learning. I have been using deep learning libraries such as Tensorflow, Pytorch and Keras for 4 years. Do you have any chance to generate training dataset from the More

₹70000 INR in 7 days
(5 Reviews)

Hi, I can help you in getting ML code which will detect all the faults you have mentioned. I am Computer Vision Expert and I am here to solve your problem. Just leave a message to discuss the project further. Best Rega More

₹50000 INR in 10 days
(26 Reviews)

I am a professional Data Scientist/Python Developer from Scotland, I have got a vast amount of experience working as a web developer and Data Scientist using python. I am available for a chat when you are please drop m More

₹90000 INR in 7 days
(7 Reviews)

Hi This will involve solving the following challenges - 1) Object orientations 2) Text localisation 3) OCR 4) Results Verification 5) UI development Also, the position of light / camera seems to throw a lot of glar More

₹50000 INR in 7 days
(8 Reviews)

Dear Sir/Madam, I came across the project posted on and I am perfect for this project for the following reasons: ✪ 100% Client Satisfaction on ALL Projects – see my portfolios. ✪ Glowing Client Revie More

₹37500 INR in 7 days
(2 Reviews)

Hi We need more than 500 images of each with and without label parcels. I will build and share model then which can classify labeled images and images with no label. Thanks

₹37500 INR in 30 days
(1 Review)

Hi this is Mayank from Deep AI Solutions we are machine learning experts previously working as AI Lead from a reputed Indian MNC, we have extensive experience in applying Deep learning solutions to various object detec More

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********YOU WILL GET PERFECT RESULT IN TIME ******* ***** Thanks for your posting! I am an image processing expert with 8 years experiences using machine learning such as tensorflow, caffe, darknet, etc and opencv, int More

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(0 Reviews)

Respected employer, I am from India.I have vast experience in machine learning and image processing using python.I have done many image processing projects such as face recognition, marking attendance using face recog More

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Hi there, are you have prepared image to train the model or need me to prepare it for you? Please give me more details to reestimate execution time and budget I'll be on touch for any modification or maintenance for fr More

₹37500 INR in 20 days
(0 Reviews)

The project looks interesting and I have done something similar in my btech.I am currently working as an application engineer in a computer vision based company,I have solid knowledge in deep learning Relevant Skills More

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