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Vishnu Naresh Boddeti
81 followers -
Anyone who has never made a mistake has never tried anything new.
Anyone who has never made a mistake has never tried anything new.

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We learn scene-specific pedestrian detectors purely by synthesizing pedestrian appearance in the scene via simulations without using any real data. We leverage the geometric layout of the scene for synthesis and to learn a customized spatially varying pedestrian appearance model. Surprisingly, experiments show that our method using purely synthetic data is able to greatly outperform (2D and 3D localization) models trained on real scene-specific data when data is limited.

This work will appear at #CVPR  2015.

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Something to think about and practice.

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"We need sometimes to just believe in what we are doing. Without this conviction we may miss breakthroughs, without this assurance in our ideas we may miss the “big” insight."

http://rjlipton.wordpress.com/2013/06/25/it-takes-guts-to-do-research/

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Pretty good juggling skills, especially considering its mostly a single video take. The handstand around 3:30 is cool..

H/t to +Ioannis Tsoukalidis for the link

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Sebastian Vettel, Fernando Alonso, Lewis Hamilton and Kimi Raikkonen, Nico Rosberg, Jenson Button....new cars, new tires, new season, new faces, new hopes and hopefully a new world champion....let's go racing !!!

http://grandprix.com.au/

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"Life is not measured by the number of breaths we take, but by the number of moments that take our breath away."

These guys are just amazing.....

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