Interactive Webapps: Creating magic using CV, ML & Django.

hasime (~daVincere)




Navigation on websites (and the web) has been the same since its inception; mouse and pointer. It serves its purpose but there's so more that can be done to enhance the user experience.

This project, fondly named Project Lambee, with the help of basic CV and ML, utilizes the webcam and the gestures of the user to navigate the said webapp. Hand gestures are used to navigate left to right or up to down. Downloading an image, for eg, is possible with just the action of clenching one's fist.

As part of my internship, I've worked on object detection and gesture recognition.

At the end of this workshop, you'd able to create one or two working examples of this interaction.


  • Python
    Although knowledge of below packages and frameworks would help but they need to be installed beforehand.
  • OpenCV
  • DLib
  • Django
  • Beautiful Soup
  • Some other tiny yet powerful python packages.

Content URLs:

To be uploaded.

Speaker Info:

I'm a final year, IT undergrad student pursing B.Tech from Guru Tegh Bahadur Institute of Technology, New Delhi. Currently interning with Radiowalla, I'm working on Video Analytics and Image Processing. This allows me to work on some pretty dope fields like CV, ML and IoT.

I'm a regular at hackathons, having won some, including AngelHack 2016 and Random Hacks of Kindness 2017, and barely making it in others.

I'm a design enthusiast and run a startup named, gitall.

More about me at

Speaker Links:


Section: Others
Type: Workshops
Target Audience: Intermediate
Last Updated:


Please upload the talk presentation for review by the Pycon India team.


Gourav Chawla (~Gouravchawla)

Hey Gourav,

Would surely do that once free. :)

hasime (~daVincere)

Looking forward to your talk ! :D

Rizwan Aboobacker Sideeque (~rizwan)

Thanks @rizwan!

hasime (~daVincere)

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