With less than 3 days to go, this script is meant to help beginners with feisty ideas, machine learning workflow and motivation for ongoing machine learning challenge. Here’s a quick workflow of what I’ve done below: Load data and explore Data Pre-processing Dropped Features One Hot Encoding Feature Engineering Model Training Good Luck! Note: For more…
Deep Learning is on the rise, extending its application in every field, ranging from computer vision to natural language processing, healthcare, speech recognition, generating art, addition of sound to silent movies, machine translation, advertising, self-driving cars, etc. In this blog, we will extend the power of deep learning to the domain of music production. We…
Welcome to another part of the series on data visualization techniques. In the previous two articles, we discussed different data visualization techniques that can be applied to visualize and gather insights from categorical and continuous variables. In this article, we’ll go through the implementation and use of a bunch of data visualization techniques such as…
Humans can easily detect and identify objects present in an image. The human visual system is fast and accurate and can perform complex tasks like identifying multiple objects and detect obstacles with little conscious thought. With the availability of large amounts of data, faster GPUs, and better algorithms, we can now easily train computers to…
In the previous blog, Introduction to Object detection, we learned the basics of object detection. We also got an overview of the YOLO (You Look Only Once algorithm). In this blog, we will extend our learning and will dive deeper into the YOLO algorithm. We will learn topics such as intersection over area metrics, non…
When it comes to understanding computing processes, especially in today’s front end and backend development world, most of the times everything revolves heavily around analyzing the algorithmic architecture in tools, applications, or more complex pieces of software. In fact, a thorough analysis of what concerns the algorithmic side of things within the computing processing industry…
Smart surveillance is an effective way to monitor behavioral patterns, activities and other changes in environmental conditions. Well, this process includes surveillance from distance via electronic products such as CCTV cameras. Smart surveillance is also a major part of smart city concept. Because the monitoring is being performed in real-time, data is being recorded and…
AI in video analytics for video surveillance uses different programs for computer software. These programs analyse the data from surveillance cameras for recognizing objects and events. Artificial intelligence utilises deep learning and objection detection to provide logic into analysing large quantities of data impossible for humans. Multicore Engineering Australia. has an integrated approach for advanced…
Smart trolling system is guaranteeing a better future with MLFF = multi lane free flow on highways. Because in the smart tolling system the toll charge will be taken with the help of a smart device. This one device will help the people to pay toll fare with different policies. Well, this system is effective…
The spread of Corona virus has given rise to a lot of anxiety among many including health organizations and governments. The virus is spreading fast, and currently one of the best means to screen out those inflicted by this virus is by detecting a higher than usual body heat. It has been reported that Corona…
“Data is abundant and cheap but knowledge is scarce and expensive.” In last few years, the sources of data capturing have evolved overwhelmingly. No longer companies limit themselves to surveys, questionnaire and other traditional forms of data collection. Smartphones, online browsing activity, drones, cameras are the modern form of data collection devices. And, believe me, that…
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