This article illustrates the problems with standard neural net and implementation of Capsule Network to overcome the problems. We will first go through the need for such a network and then will implement the CapsNet model in the task of image reconstruction where we will use the MNIST handwritten digit dataset.
According to a recent research report by AIMResearch, the Indian Computer Vision market is valued at $2.46 Bn as of July 2020. The report titled,
MachineHack successfully concluded its eleventh instalment of the weekend hackathon series last Monday. The Computer Vision Classic hackathon provided the contestants with an opportunity to
Researchers play a crucial role in advancing technologies. They provide newer and positive insights into the fields they contribute to. There are more than thousands
With a vision to enhance the computer vision functions, on its 20th anniversary, OpenCV introduced an MIT-licensed AI Kit, based on Intel’s Myriad X. By
MachineHack is back again with another exciting hackathon for this weekend, and this time we take the data science enthusiasts to the past with the
The Association of Data Science (ADaSci) recently announced Computer Vision DEVCON or CVDC 2020, a two-day virtual conference that aims to bring computer vision practitioners
Any typical successful computer vision model first undergoes pre-training on ImageNet and then proceeds to do the tasks such as classification or captioning of the
A good dataset serves as the backbone of an Artificial Intelligence system. Data assists in various ways as it helps understand how the system is
Drishti Technologies, a California-based startup, has announced that it has raised $25M in Series B funding. The investment was led by Sozo Ventures and was
The Covid-19 pandemic may have upended several large conferences in recent months, but it has not dampened the spirits of organisers who have managed to
While jobs may be few and far between amid the ongoing economic downturn, some companies like Amazon, Siemens, and Intel have leveled up their hiring
The Association of Data Scientists (ADaSci), a premier global professional body of data science and machine learning professionals announces the launch of its fully virtual,
Offering all kinds of shoots for all kinds of businesses, Spyne has made a unique spot for itself in the tech-driven startup industry in just
Computer vision, as its name suggests, is a field focused on the study and automation of visual perception tasks. Sounds logical and obvious, right? Despite
In 1966, Seymour Papert and Marvin Minsky, launched the Summer Vision Project, a scientific experiment to try and get a computer to identify objects and
While the field of AI has seen many unprecedented developments, it still creates a lot of confusion in the minds of common people. Businesses are
From predicting protein structures to accelerated drug discovery, AI has been at the forefront in the fight against COVID-19. Now, as the world embraces radical
One of the most challenging topics of AI has been computer vision techniques. With increasing applications of computer vision witnessed over the last few years,
The healthcare sector is expected to reach US$ 372 billion in India by 2022, driven by rising incomes, greater healthcare awareness, lifestyle diseases, and increasing
With the increased attention towards democratisation of machine learning resources, there has been a spike in the number of open source datasets that have been
Currently, many Indian enterprises and businesses have evolved to create data-driven cultures internally in their organisations. The primary driver is the adoption of new technologies
Latest technologies have not only been assisting the sporting industry in enhancing decision-making but also are enabling them to create new sports. Leveraging cutting-edge technologies
IEEE International Conference On Computer Vision (ICCV) is a noted event which consists of conferences, workshops, and tutorials. Held in Seoul, South Korea from Oct
Word on the street is that Tesla has now equipped its ever-growing tech-arsenal in the form of DeepScale. This UC Berkeley computer vision startup has
Indian Institute of Technology Madras students have developed an ‘Eye in the Sky’ Disaster Management and Humanitarian Aid Services. A team from Centre For Innovation (CFI),
Even with all the knowledge of the real world, it is tricky for humans to identify how far or close the objects in the videos
Computer vision is accelerating almost every domain in the industry. With the help of Computer Vision technologies, organisations are revolutionising the way machines used to
Deep learning models rely on collecting high-quality data at scale to be successful with training. Some of the popular use cases are that of
Voted as one of the best developer tools, Intel’s® OpenVINO™ toolkit has become the go-to tool for vision tasks. Earlier known as Computer Vision SDK,
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