And take your models from jupyter notebook to production — Stuck behind the paywall? Click here to read the full story with my Friend Link! When a data scientist/machine learning engineer develops a machine learning model using Scikit-Learn, TensorFlow, Keras, PyTorch etc, the ultimate goal is to make it available in production. Often times when working on a machine learning…

Deep Learning for solving the most commonly diagnosed cancer in women — Stuck behind the paywall? Click here to read the full story with my Friend Link! Breast cancer is the second most common cancer in women and men worldwide. In 2012, it represented about 12 percent of all new cancer cases and 25 percent of all cancers in women. Breast cancer…

An end to end guide to program your self driving car to steer using deep learning — Stuck behind the paywall? Click here to read the full story with my Friend Link! Every year, traffic accidents account for 2.2% of global deaths. That stacks up to roughly 1.3 million a year — 3,287 a day. On top of this, some 20–50 million people are seriously injured in…

To better understand your customers — Stuck behind the paywall? Click here to read the full story with my Friend Link! Customer Segmentation is the subdivision of a market into discrete customer groups that share similar characteristics. Customer Segmentation can be a powerful means to identify unsatisfied customer needs. Using the above data companies can then…

Computer vision for friction-less store experience. — Stuck behind the paywall? Click here to read the full story with my Friend Link! Retail has never been a stagnant industry. Retailers just can not afford to stand still if they want to succeed. They must adapt and innovate or risk being left behind. The application of computer vision…

An end to end pipeline for pneumonia detection from X-ray images — Stuck behind the paywall? Click here to read the full story with my Friend Link! The risk of pneumonia is immense for many, especially in developing nations where billions face energy poverty and rely on polluting forms of energy. The WHO estimates that over 4 million premature deaths occur annually…

An end to end pipeline for deep learning on satellite imagery — Stuck behind the paywall? Click here to read the full story with my Friend Link! Ship detection from remote sensing imagery is a crucial application for maritime security which includes among others traffic surveillance, protection against illegal fisheries, oil discharge control and sea pollution monitoring. …

Deep Learning for satellite imagery — Stuck behind the paywall? Click here to read the full story with my Friend Link! The main objective of this blog is to develop methods for detecting icebergs using satellite radar data and high spatial resolution images in the visible spectral range. …

How can deep learning be used for segmenting medical images ? — Stuck behind the paywall? Click here to read the full story with my Friend Link! Automatic segmentation of microscopy images is an important task in medical image processing and analysis. Nucleus detection is an important example of this task. Imagine speeding up research for almost every disease, from lung cancer…