Real-time defect identification of products on a conveyor belt

Ғылым және технология

Identifying defects in objects on a conveyor belt in real-time can be a complex operation but thanks to new computer vision algorithms it is becoming increasingly feasible.
I made a prototype to identify plastic bottle defects with custom object detection and object tracking to demonstrate how to apply this in a real field to help companies.
Blog: pysource.com/2023/02/14/real-...
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#computervision #defectdetection #deeplearning

Пікірлер: 30

  • @romuloprieto2529
    @romuloprieto25292 ай бұрын

    My group is currently considering fault detection using CV, and to keep track of the process by sending the data to a web page, using bottles sounds like a great option, thanks for the ideas!

  • @baselbasel3320
    @baselbasel3320 Жыл бұрын

    Thank you for your amazing tutorials

  • @kafkaesk3449
    @kafkaesk3449 Жыл бұрын

    This is amazing. Thanks

  • @geeklypuff
    @geeklypuff Жыл бұрын

    This is a great channel!

  • @jorgebarge2956
    @jorgebarge295611 күн бұрын

    Thank you for your amazing tutotrial video .Wath software do you use to do this

  • @mohammadaliavazpour3268
    @mohammadaliavazpour3268 Жыл бұрын

    I appreciate this buddy ❤

  • @sharanyar1693
    @sharanyar1693 Жыл бұрын

    Hi, can you please share your thoughts on identifying drift in image dataset? Eg - changes in lighting, focus, angle and other useful properties between 2 image datasets. Thanks.

  • @HA-mr5wn
    @HA-mr5wnАй бұрын

    I am looking for blister inspection in pharma industry. The feature we looking to inspect like 1. Empty blister 2. Double tablet in one cavity 3.wrong or mixed tablet 4.broken tablet 5.to identify and distinguish between same colour of capsule and its blister backgrounds.

  • @JonathanRamirez-by5kc
    @JonathanRamirez-by5kc Жыл бұрын

    Hello, Which videos from your uploads can I watch in order to build something like this. I have a project for school and I would like to implement an automated QA control. These things are not taught at my college. Your help will be greatly appreciated.

  • @erikdahl95
    @erikdahl95 Жыл бұрын

    Thank you for a great tutorial! Do you need a set of images with defects to train your models? How many examples of every defect do you approximately need to build a robust model in your opinion?

  • @pysource-com

    @pysource-com

    Жыл бұрын

    Hi Erik, yes you need a set of images with defects to train the model. There is not a specific number, it depends on the complexity of the things you want to detect, on how different the defects are, the variety of environmental changes and so on. In general I would start with a small sample of 1000 and increase it if necessary.

  • @brasilpi3664
    @brasilpi36644 ай бұрын

    I love Opencv

  • @christinapmalliou2449
    @christinapmalliou2449 Жыл бұрын

    Is this included on your RCNN or your Computer Vision courses?

  • @jihadabdurrahman8142
    @jihadabdurrahman8142 Жыл бұрын

    Sangat membantu luarbiasa, saya memiliki tugas akhir yang menjadi syarat kelulusan tingkat diploma III elektronika industri, dan saya sangat membutuhkan ilmu ini karna sesuai dengan penelitian dan alat yang sedang saya buat, jika berkenan bisakah anda membuatkan video setiap metode deteksi yang digunakan dalam sistem ini, terimakasih banyak sudah sangan membantu

  • @jacamilelouwiei.3075
    @jacamilelouwiei.3075 Жыл бұрын

    i hope next video is about region of interest in live capture

  • @clydearellano4739
    @clydearellano4739 Жыл бұрын

    Good day to you sir, i have a capstone project that detects egg size, the problem is that its android base so i have to build an opencv sdk with contrib modules. The problem is that my laptop cannot perform to build the sdk. Can you help me with this?

  • @hushamibadi3480
    @hushamibadi3480 Жыл бұрын

    Hi dear, I've been watching ur tutorials on object detection .. however I'm working on such project where need to send opencv output video to web browser. Knowing that i do not want to use flask or any network related tool. I need simply the video to appear on my local host webpage . I tried using some thing like ffmpeg but couldn't link it with opencv output. I hope u can help me in that . Best wishes

  • @montsersabri5624
    @montsersabri5624 Жыл бұрын

    Thank you for the inf🌹 Can i get code source and dataset

  • @hemachandhers
    @hemachandhersАй бұрын

    i want the source video of bottle without detection can you provide me the link please

  • @user-vy6mb1ew6k
    @user-vy6mb1ew6k7 ай бұрын

    Think you for this nice tutorial . Can you share me your dataset?

  • @yusufismailalrazaz6781
    @yusufismailalrazaz678111 ай бұрын

    Thank you, sir, for the excellent video. May I know how much is the cost required to develop this program?

  • @pysource-com

    @pysource-com

    11 ай бұрын

    Hi, The cost depends on many factors (complexity of production line, type of products, device constraint, environment and so on. To ask for a quote for commercial solutions you can contact us here: pysource.com/services/

  • @hhhh-vc1zt
    @hhhh-vc1zt Жыл бұрын

    Thanks very much.I have a question -- How to detect the Water level?

  • @pysource-com

    @pysource-com

    Жыл бұрын

    The water level could be a simple classification task comparing images with the right amount of water and the one that have lower/higher level than they should have and calssify them as wrong. Or if it's necessary to get exactly the line, it would be a segmentation task where the deep learning model will draw the line.

  • @syedjameelahmed19

    @syedjameelahmed19

    Жыл бұрын

    @@pysource-com I dont know why your videos are underrated, I have really found your videos to be helpful. If you dont mind I have one request Please can you make a video to measure exact water level like if the water is 100 ml then we use CV and Deeplearning to measure it to be 100ml.

  • @swapnilgaware590
    @swapnilgaware5902 ай бұрын

    where can i get this dataset

  • @FarahDarwish-ui6ho
    @FarahDarwish-ui6ho7 ай бұрын

    where can i find this video and dataset ?

  • @ahmedsobeeh6999

    @ahmedsobeeh6999

    7 ай бұрын

    yes where?

  • @xuantai2233
    @xuantai223321 күн бұрын

    i want buy code

  • @HungNguyen-hd3mb
    @HungNguyen-hd3mb9 ай бұрын

    Can you send me the code?

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