Blogs

Sidebar Behind why deep learning is so powerful, we can think of the human brain’s neurons, which individually can’t do anything, but a bunch of neurons together are immensely powerful. Watch a movie about how cells and proteins work in living things, and be amazed at how tiny microscopic worlds can work in such subtle ways. Inner Life Of A Cell - Full Version Sometimes when I think about the above questions, I get the urge to learn more about how the world works, whether human communication can be likened to molecular interactions, why a bunch of >neurons put together can create intelligent life forms, how the free consciousness of such life forms is formed, how the transfer of information between neurons is encoded, and what is happening at a deeper level. Whether the field of study can continue to exploit certain features of the brain > neurons to enhance the design of models. ...

Kubernets Wiki Recently read [Large-scale cluster management at Google with Borg](https://static.googleusercontent.com/media/research.google.com/en//pubs/ archive/43438.pdf), Borg is Google’s own internal development of a set of cluster management system, and then the open source community slowly began to incubate and launch the Kubernets cluster management system, k8s and Borg has a very deep relationship of origin. Starting with Kubernets, let’s look at the components of K8s: Kubelet Kubelet runs on every node and manages the containers on the node. ...

Research References What are lung opacities? This post is a continuation of the Covid-19 Xray lung detection, because when processing the pre-sample data, we need to be able to know more clearly how the medical field processes and analyzes these x-ray maps so that we can better design our own deep neural network architecture. Let’s first look at a lung x-ray of our normal person and determine if there is a lesion in the lung by the black, white and gray in the image. ...

Renderman for Blender Livestorm Pixar Renderman will officially release Renderman 24 in 2021-Q1, which will fully support Blender 2.83+. Renderman is an industrial-grade digital film production rendering engine, most of the Pixar animated movies are made with Renderman for photo-grade rendering. Among the supported features, I value the support for Render to Viewport, Grease Pencil, and in our own image analysis projects afterwards, we will use Blender 2.8~2.9 a lot to render real-grade images, provide data for models, and RM’s own XPU rendering technology, which can render images on both CPU and GPU and GPU at the same time. ...

A Review of Automated Diagnosis of COVID-19 Based on Scanning Images In the last week, I have been optimizing the Covid-Net I developed with my thesis and other research materials to diagnose the deep learning model of Covid19, and the accuracy I got from training on 20,000+ xRay datasets is less than 90%. When the model became more and more complex, the video memory was obviously not enough, so I sold the DJI Inspire 2 and used the money I earned to buy a TITAN RTX 24G, and then continued to optimize the model and increase training. of the batch_size. ...