Deep-Learning

Coral ecology and technology References: Coral AI Introducing the entire ecosystem of google coral edge TPU computing. SoM for production environment and PCIe Accelerator. Four pocket-sized development boards for development and testing. Peripheral sensors including environmental detection module as well as camera, Wi-Fi/PoE expansion board. Cloud TPU / Edge TPU Introduction Technology Coral Edge TPU is a dedicated chip developed by Google to accelerate neural network inference in edge devices and run specially optimized neural network models while maintaining low power consumption. ...

OpenAI ChatGPT Reference DeepMind Reference InstructGPT Reference The most talked about topic I’ve seen on Twitter lately is ChatGPT, and many people are raving about it. For a creator to use AI in their creative process to quickly prototype their work is certainly a great thing in the business world. chatGPT can add inspiration to screenwriters, give problem solvers ideas, and give translators help with more accurate language translations. So does ChatGPT count as AI in the true sense of the word, i.e. does it pass the Turing test. Although we don’t know the answer, we can be sure that ChatGPT must have collected huge amount of Internet data for model training, and the parameters of the final model are amazingly huge. ...

Paper Deep Learned Super Resolution for Feature Film Production Learning Recently I have been learning about 3D modeling rendering and production, and I saw a paper about Pixar’s release in 2020, the main content is about how Pixar’s internal engineers and developers use deep learning to improve the resolution of rendered images, fine rendering of a 4k image frame may consume a lot of capital cost, if the final rendering of 2k resolution image then use deep neural network to boost it to 4k, the image is more detailed and richer, then it can help companies reduce a lot of the cost of rendering. Unlike the previous image super-resolution enhancement model, the film industry typically uses images that contain data with high dynamic range of lighting, and true reproduction of color, which makes the current mainstream super-resolution models simply unusable in the film domain. This is an area of interest to me at the moment, as using deep learning for industrial applications is more practical than theoretical. ...

Considering the efficiency at work and the fact that my skills in English are not very solid, I investigated the use of DeepL to complete the translation of the official website and the daily blog. The free version of DeepL has a lot of restrictions, when buying the paid version of DeepL Pro in China, DeepL official website for supporting China 🇨🇳 region, the solution is to use Virtual VISA service, you can go here for the specific process. ...

Architecture