PeekingDuck: Our open-source CV framework

  • PeekingDuck: Our open-source CV framework

     leeping-ng updated 1 month, 3 weeks ago 2 Members · 6 Posts
  • leeping-ng

    Organizer
    July 1, 2021 at 1:38 pm

    Feel free to discuss any issues or ideas you might have about PeekingDuck in this forum!

    PeekingDuck is an open-source, modular framework built to simplify Computer Vision inference workloads. We found that while the types of CV problems are very varied, many of these projects share repeated code, such as reading from a video or image. In some projects, even pre-trained CV models for object detection and pose estimation can be reused. To save development time for future projects, we decided to build PeekingDuck to simplify CV inference workloads. We have greatly benefited from PeekingDuck, and we have released it as an open-source project for the CV community to reap the benefits as well.

    GitHub repository:

    https://github.com/aimakerspace/PeekingDuck

    Webinar recording:

    https://www.youtube.com/watch?v=-w-3amUVHeg&t=1s

    • This discussion was modified 5 months, 1 week ago by  leeping-ng.
    • This discussion was modified 5 months ago by  leeping-ng.
    • This discussion was modified 4 months, 4 weeks ago by  leeping-ng.
    • This discussion was modified 4 months, 4 weeks ago by  leeping-ng.

  • laurenceliew

    Member
    July 7, 2021 at 10:23 am

    👍

  • laurenceliew

    Member
    July 8, 2021 at 1:01 pm

    @leeping-ng – if only we can detect vaccinated vs non-vaccinated, then your CV group size tool can do the auto 8 or 5 group size checks for the restaurants. Hahahahahaha.

    • This reply was modified 6 months, 3 weeks ago by  laurenceliew.
    • This reply was modified 6 months, 3 weeks ago by  laurenceliew.
  • leeping-ng

    Organizer
    November 2, 2021 at 9:00 am

    We just released v1.1 of PeekingDuck with privacy protection functionality, which automatically pixelates/blurs faces and license plates in videos, complying with privacy laws such as PDPA or GDPR! Check it out along with other new features in this article.

    Privacy Protection Using Peekingduck

    • This reply was modified 2 months, 3 weeks ago by  leeping-ng.
  • leeping-ng

    Organizer
    December 2, 2021 at 4:38 pm

    We just released v1.1.1 this week, and with it, a significant improvement in the way you can create custom nodes. There’s no need to manually create folders, Python scripts and config files any more – you can do it quickly and easily via CLI!

    Check out this short video of how you can do it: https://www.linkedin.com/posts/aisingapore_python-peekingduck-cv-activity-6872051733401612288-3ttb


    Our documentation has also been updated: https://peekingduck.readthedocs.io/en/stable/getting_started/03_custom_nodes.html

    • This reply was modified 1 month, 3 weeks ago by  leeping-ng.
    • This reply was modified 1 month, 3 weeks ago by  leeping-ng.
Viewing 1 - 5 of 5 replies

Log in to reply.

Original Post
0 of 0 posts June 2018
Now