CNNs are a type of artificial neural network that is particularly well suited forimage processing tasks.The first step in training a CNN for either super-resolution or denoising is tocreate a dataset of images.This dataset must contain ...
The AI-powered camera system includes an optical computer in the first layer, which does not perform digital computing that requires power-intensive mathematics algorithms, while the second layer is a traditional digital electronic computer. The optical computer is responsible for physical pre-processing...
Deep learningis a type of ML that can learn through its own data processing. Like machine learning, it also uses algorithms to analyze data, but it does by using artificial neural networks that contains many inputs, outputs, and layers of processing. Each layer can process the data in a ...
Like machine learning, it also uses algorithms to analyze data, but it does by using artificial neural networks that contains many inputs, outputs, and layers of processing. Each layer can process the data in a different way, and the output of one layer becomes the input for the next. ...
Cryo-electron microscopy (cryo-EM) is unique among tools in structural biology in its ability to image large, dynamic protein complexes. Key to this ability is image processing algorithms for heterogeneous cryo-EM reconstruction, including recent deep learning-based approaches. Thestate-of-the-artmet...
a service that makes it easy to create a question and answer bot from an existing frequently asked questions (FAQ) page. Underneath the hood, QnA maker uses state-of-the-art machine learning algorithms and natural language processing (NLP) to distill the information found on FAQ pages to...
Fig. 1: An AI image processing inference chip, the InferX X1, uses a dynamic TPU array. Source: Flex Logix A number of chipmakers see this as a big market opportunity. “Our products are very good and useful in implementing AI algorithms for the purpose of inferencing,” said Xilinx’s...
The platform uses natural language processing (NLP) and image recognition algorithms to analyze text, images and videos to flag potentially harmful content before users report it or moderators spot it. How to use AI to generate social media posts? Use AI to generate ideas for post topics ...
The simplest form of machine learning is calledsupervised learning, which involves the use of labeled data sets to train algorithms to classify data or predict outcomes accurately. In supervised learning, humans pair each training example with an output label. The goal is for the model to learn ...
For inquiries or to obtain permission for commercial use, please contact Dr. Jinjin Gu (jinjin.gu@suppixel.ai).About SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai. supir.xpixel.group/ ...