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Women In Tech - Classic and Deep Learning approaches in Computer Vision

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Natural Intelligence

מנחם בגין 37

תל אביב

Israel

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Women In Tech meet to discuss computer vision!

This meetup is hosted by Natural Intelligence

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Agenda

18:00 - 18:30 Reception: Networking and snacks

18:30 - 19:20 Talk #1 Classic Computer Vision Methods for Registration - Chen Sagiv - Co founder and co CEO of SagivTech

Chen Sagiv is the co founder and co CEO of SagivTech, a company that deals with computer vision and deep learning. Chen holds a PhD in Applied Math from the Tel Aviv University and is co founder of IMVC - Israel Machine Vision Conference. In this meetup she will talk about legacy computer vision methods for registration: features based approaches and correlation based approaches. Chen will conclude with some insights about Deep Learning based approaches for registration, and Sivan Keret, the other lecturer, will take this forward.

19:20 - 19:40 Break: Networking and snacks

19:40 - 20:30 Talk #2: Object Detection in the Age of Deep Learning - Sivan Keret - Computer Vision Researcher

Object Detection involves recognizing, classifying and localizing a variable number of objects in an image. It is one of the most researched fields in Deep Learning in the last few years, having applications in many fields in the industry, such as autonomous cars, video surveillance, face detection and visual search engines. Advancements in Deep Learning models significantly improved abilities in this field, allowing real time detection in unconstrained natural scene images. As the field progresses, so do the challenges with the need for faster and more accurate algorithms accounting for object occlusions, adjacent objects, large variance in image lighting and viewpoints and object size and appearance. In this lecture, we will review the development of the algorithms in the field, and explore major concepts in the algorithms and their improvement over time.

Sivan is a researcher in the fields of Computer Vision and Artificial Intelligence for over seven years, and is now working on a M.Sc. in Computer Science, majoring in Deep Learning. She is an alumnus of the IDF’s Talpiot program. During her 6 years of service, Sivan developed Computer Vision and Machine Learning algorithms in the military Intelligence Corps and founded a team focused on Data Science R&D.

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Location

Natural Intelligence

מנחם בגין 37

תל אביב

Israel

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