Lateral Thinking Approach

Telemedicine solutions for prioritising X-Rays to be processed by Radiologists Client requested an X-Ray detection system to replace Radiologists Cost of such system was prohibitive and accuracy was a concern due to non-availability of training data Analysing the socio-economic and environmental factors, an X-Ray prioritisation system was recommended in place of a complete replacement of…

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April 10, 2019 | by

Design Thinking Approach

Client engaged Whirldata to explore innovative and cost effective options for technology spend Studied the upper bounds of hyper spectral imaging and recommended against further R&D send on it Deep learning neural networks were investigated and a cost effective solution was formulated after identifying appropriate learning networks A pilot for detection was built to prove…

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April 10, 2019 | by

Understanding Intermediary Layers Of A Deep Convolutional Neural Network Using Neural Style Transfer

1.Introduction An understanding of image representation is a crucial component of any image understanding system. In particular interest here is the ability to understand image representations and significance in the various layers of a deep Convolutional Neural Network (CNN). CNNs have become the preferred to alternate to solve visual recognition / identifications problems that cannot…

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March 27, 2019 | by