How to use Python and Dash library to create, style, and host an interactive data analysis web application. — If not long ago the creation of analytical web applications required knowledge of several programming languages, today you can create a data visualization interface in pure Python. One popular tool for this has become Dash, which allows data scientists to display results in interactive web applications.

Researchers at Huawei Hisilicon propose a new method for generating a realistic image-based sketch —

Leading data visualization tools to convey complex information — A person perceives 90% of information through sight. Clear visualization makes it easier to convey complex information. And what could be more confusing and more complicated than the stock and securities market? Trading platforms, market forecasting agencies create tons of web-based tools for traders and analysts to interact with datasets…

CompressAI is an open-source library and platform for evaluating data compression models — The tool is based on the PyTorch deep learning framework. The task of data compression is to minimize the size of the data and at the same time preserve information as much as possible. More about the library Currently, CompressAI provides: Custom operations, layers, and neural network models for data compression;

Detailed comparison of Python and R languages for use in Data Science — Python and R have long been the standard for Data Science. The essence of their opposition is that both languages ​​are great for working with statistics. While Python has clear syntax and a large number of libraries, the R language was developed specifically for the statistician, and therefore is equipped…

How do the hearts of deep fakes beat? A new approach for deep fake detection via interpreting residuals with biological signals — Researchers at Binghampton University and Intel Corporation have developed a model that recognizes deepfakes by predicting heartbeats. The classifier uses photoplethysmogram data to recognize fake videos. An important assumption in the model is that it learns to recognize deepfakes that have been generated using a set of publicly available architectures…

FrankMocap allows real-time assessment of human hand and body movements in 3D on video recording from one angle. — FrankMocap is a new state-of-the-art neural network for 3D body and hand movement recognition that was recently developed and published by researchers at Facebook Artificial Intelligence Research (FAIR).

Objectron is a new SOTA dataset, recently presented by Google AI, which intended to improve 3D object recognition in videos. The dataset contains 15 thousand short video clips, each containing annotation of 3D boundaries of objects. The dataset contains both real clips and synthetic ones, that is, generated based on…

Productivity is about doing less, rather than doing more. — Do you do all the things time-management gurus tell you to but still end up less productive than you thought you would? There are several secrets that not everyone will tell you about. I will touch on 4 of the ones that stood out to me. After an immense amount…