PyCon, the gathering for the community using and developing the open-source Python programming language. This is the second year of the PyCon Pune where the community will meet for two days of talks and working on upstream projects in two days of dev sprint. CFP ends on 15th September AoE.
Website: https://pune.pycon.org/2018/
Note to submitters: The talks will be selected by a team. We will not count the public votes.
AS
Ashish Sethi
@geekysethi
Pedestrian detection using computer vision and deep neural networks
Submitted Sep 15, 2017
Technical level:
Intermediate
Pedestrian detection is one the most popular topic in computer vision.people are researching in this topic from last 15 years and developed about 40+ algorithms but still we are far from saturation point. So in this talk I will talk about why we need robust pedestrian detection system using deep neural networks and computer vision techniques and show up the live demo of pedestrian detection system.
Outline
What is pedestrian detection
- Brief introduction about pedestrian detection
- Why do we need such system(Motivation)
- Overview of all algorithm from past 15 years(Literature review)
Implementation details
- Algorithm how computer vision and neural networks are used
- I will explain the whole code
- Live Demo
Requirements
Basic knowledge of computer vision,deep learning and python
Speaker bio
I’m a final year undergrad student from NIEC Delhi,India.right now working as research intern in IIT guwahati under professor.My main area of interest are computer vision and machine learning.from past two years I have working on computer vision problems. Last year,I also worked with MIT media labs india.
Links
- LinkedIn -https://www.linkedin.com/in/sethiaashish1995/
- Twitter - https://twitter.com/geekysethi
Slides
https://docs.google.com/presentation/d/1GTzqXE7GeYcdUcPFketX_LhhiS8kSjAO4Dyzev7MEd8/edit?usp=sharing
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