Detailed Guide to Understand and Implement ResNets

by Utkarsh Gupta • July 17, 2019

ResNet is one of the most powerful deep neural networks which has achieved fantabulous performance results in the ILSVRC 2015 classification challenge. ResNet has achieved excellent generalization performance on other recognition tasks and won the first place on ImageNet detection, ImageNet localization, COCO detection and COCO segmentation in ILSVRC and COCO 2015 competitions. There are […]

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NSFW Tensorflow: Identifying objectionable content using Deep Learning

by Utkarsh Gupta • June 25, 2019

In today’s post, we would learn how to identify not safe for work images using Deep Learning. Not-Safe-For-Work images can be described as any images which can be deemed inappropriate in a workplace primarily because it may contain: Sexual or pornographic images Violence Extreme graphics like gore or abusive Suggestive content For example, LinkedIn is […]

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Installation of OpenCV 4.1.0 in Windows 10 from source

by Utkarsh Gupta • June 11, 2019

OpenCV is an open source computer vision library which is very popular for performing basic image processing tasks such as blurring, image blending, enhancing image as well as video quality, thresholding etc. In addition to image processing, it provides various pre-trained deep learning models which can be directly used to solve simple tasks at hand. […]

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Comprehensive guide to installing OpenCV 4.1.0 on Ubuntu 18.04 from source

by Utkarsh Gupta • June 6, 2019

OpenCV is an open source computer vision library which is very popular for performing basic image processing tasks such as blurring, image blending, enhancing image as well as video quality, thresholding etc. In addition to image processing, it provides various pre-trained deep learning models which can be directly used to solve simple tasks at hand. […]

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TensorFlow 2.0 Alpha : Let seek the New in the Old

by Naveen Manwani • May 28, 2019

  The baby boomers to generation z popularly known as Post-Millennials are all living in an impressionable moment of history now, where technologies like machine learning, deep learning and reinforcement learning are witnessing an unparalleled revolution of all time. The ability to solve challenging real-world problems has been revitalized by the ML framework on steroids […]

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