Author: Iordan Iordanov, Chief Scientist at Corpy&Co., Inc.
Artificial Intelligence is virtually everywhere nowadays. Or it tries to be, at least. With the enormous potential of this seemingly incredible and powerful new idea, so many new applications have been proposed, and the possibilities seem to be limitless.
Only that AI is not a new idea. It has been around since the 1940s, in fact. The first scientific publication describing Turing-complete artificial neurons dates back to 1943. The idea of the perceptron, one of the most basic structures of a modern AI model, was first published in 1957. The only reason…
Author: Edric John Cruz Nacpil, researcher of Corpy&Co., Inc. Specialized in Mobility.
As automated driving system (ADS) technology progresses towards increasing autonomy, there as has been discussion on the moral implications of such technology. Innovation continues onward, although matters of safety, legality, and design are still being considered by various groups, including government officials, industrialists, and academics. Finding practical solutions to ethical challenges surrounding the development of automated vehicles is an multi-disciplinary effort requiring international cooperation. …
Author: Katsura, intern researcher of Corpy&Co., Inc.
Do you like artwork? And do you have your favorite artist, e.g., van Gogh, Christian Riese Lassen, and Banksy?
You might already be aware but I introduce Neural Style Transfer(NST). This field is gathering attention both from academia and industry.
1. What is NST?
NST refers to Style Transfer with Neural Network. Style Transfer is creating artistic imagery by separating and recombining image content and style.
For example, look it.
Gatys et al. succeeded Style Transfer with CNN. Since this was published, the field become prosperous.So I would like to take a closer look at this research…
Author: Jimmy Jin, researcher of Corpy&Co., Inc. Specialized in Medical Image Processing.
Abstract: While DNNs deliver state-of-the-art accuracy on many AI tasks, it comes at the cost of high computational complexity. In real applications, energy-efficiency algorithms play a crucial part in real-time and small-scale systems. When we start to consider this speed-up optimization, trade-offs are considered between different algorithms. The article will briefly discuss several different approaches on efficient inference. The basic idea is to maximize accuracy without much consideration of the implementation complexity.
Reduce Precision
Quantization involves mapping data to a smaller set of quantization levels. The ultimate goal is to…
Author :Xin Zonghao, researcher of Corpy&Co.,Inc. Specialized in Medical Image Processing.
Abstract: The image segmentation task is defined as the techniques and processes of dividing a picture into specific regions with unique properties according to certain rules and extracting the target of interest. At present, the image segmentation task has developed the following sub-areas: semantic segmentation, instance segmentation, and panoptic segmentation, a new field that has just emerged this year.
To sort out the differences between the three sub-fields, we have to mention the difference between the “things” and the “stuff” in the image segmentation: the content in the image…
Author : Zeng Chang, researcher of Corpy&Co.,Inc. Specialized in speech recognition and speaker verification.
Speaker verification is a hot topic in biometric verification. Now a lot of companies have made use of this technology to design their product such as Amazon Alex, Google assistant and Siri. In China, some companies like HUAWEI even designed a lock by using speaker verification.
1. What is speaker verification
Speaker verification is a branch of speaker recognition. Actually, speaker recognition can be divided to two types. The one is the topic of article, speaker verification. The other is the speaker identification. Speaker identification is a pure classification problem and…
Corpy&Co. Tech Blog
Corpy&Co. is an AI startup based in Tokyo.
