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 […]

Continue Reading

Deep Learning based image colorization with OpenCV

by Ankit Sachan • March 25, 2019

In India, we celebrated the festival of color “Holi” last week. We celebrate the end of the winter with a splash of color because that’s what the spring will bring us in a few days. When I was young, the celebrations were sparse. It was the decade of frugal parenting. We waited for festivals so […]

Continue Reading

Deep Learning based Edge Detection in OpenCV

by Ankit Sachan • February 19, 2019

In this post, we will learn how to use deep learning based edge detection in OpenCV which is more accurate than the widely popular canny edge detector. Edge detection is useful in many use-cases such as visual saliency detection, object detection, tracking and motion analysis, structure from motion, 3D reconstruction, autonomous driving, image to text […]

Continue Reading

Neural Architecture Search

by Ankit Sachan • September 27, 2018

Neural network architecture design is one of the key hyperparameters in solving problems using deep learning and computer vision. Various neural networks are compared on two key factors i.e. accuracy and computational requirement. In general, as we aim to design more accurate neural networks, the computational requirement increases. In this post, we shall learn about […]

Continue Reading

Deep Learning based image Super-Resolution to enhance photos

by Ankit Sachan • July 25, 2018

What if you could use Artificial Intelligence to enhance your photos like those seen on TV? Image super-resolution is the technology which allows you to increase the resolution of your images using deep learning so as to zoom into your images. Check out this hilarious video: What is Image Super-Resolution? Image super-resolution is a software […]

Continue Reading