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Amin Kashi

Amin Kashi is a masters student in Autonomous Robotics team of ARAS group. His research interests include machine learning, computer vision, and robotics. His current project focuses on the perception of depth and semantics by DL methods. He loves testing his research results in 3D virtual environments (like PC games :).

Current Research

There have been some researches showing relationships between the perception of depth and the perception of semantic segmentation. Although we intuitively accept that all visual perceptions correlate somewhat with each other, there should be a way to prove it more formally.

I’m currently working on depth estimation and semantic segmentation and their relationships in a single image. My goal is to improve the accuracy and performance of DNNs used for extracting these concepts from an image.

I’m also examining the effect of training a DNN on a synthesized dataset (from 3D modeling software and game engines) and then testing it on real data.

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Education

2017 - Current

M.Sc. student in Mechatronics Engineering, K. N. Toosi University of Technology, Tehran, Iran.
Major: Autonomous robots

2012 - 2017

B.Sc. student in Electrical Engineering, K. N. Toosi University of Technology, Tehran, Iran.
Major: Control Engineering
Work

2017 - Current

Researcher at ARAS Lab

I’m a member of the autonomous robotics research group.

2016 - Current

Hardware and Software Designer at Emdad Pezeshk Raze Kimia Co

(Emdad Pezeshk Raze Kimia is a medical instruments manufacturer)

2017 - 2018

Freelance Designer

*Air pollution measurement circuit for Research Institute of Petroleum Industry(RIPI)

*Commercial Pizza Oven’s HMI

2013 - 2016

Intern Researcher in ARAS Lab (KN2C robotic team)

I designed and Implemented various controlling and observing algorithms on SSL robots, and also gained lots of experience with microcontrollers, wireless networks, and BLDC motors.

CV

Please give me a message.