ImageNet is a dataset that has greatly influenced the advancement of AI technology so that no one knows about AI researchers. Consisting of a large number of images and their metadata, this dataset consists of approximately 14 million images...
As a deep learning-based image generation method, GAN produces a lot of amazing results. In particular, the latent space is simply random because it is possible to make changes that have a number of meaningful meanings by changing the latent vector after learning.
Tensorflow Lite is a software package that contains tools that allow AI models trained with Tensorflow to run on mobile devices. It is said to be running on over 4 billion devices now. Basically, the trained model is converted to Tensorflow Lite…
Avatarify is a program that adds real-time avatar animation functions to various video communication programs such as Zoom, Teams, Hangout, and Skype, and is open source. It is developed in the form of replacing the camera input of a video communication program, and the algorithm uses a first-order motion model.
The technology to create 3D models from a single photo has been unveiled under the name MeInGame. Looking at the results uploaded to the public repository, it is not yet enough to be applied to the service without the designer's work, but it will significantly reduce the initial modeling effort…
Since the advent of AlexNet consisting of multiple convolution layers, there have been many studies on the structure of deep learning models. For example, Google Inception uses convolution layers with different kernel sizes, such as 3×3, 5×5, and 7×7…
DALL-E, released by OpenAI, is a technology that generates images from natural language text. Previously, there were technologies for the same purpose, such as StackGAN and OP-GAN, but DALL-E has the advantage that the quality of the final result is remarkably excellent because it is made based on GPT-3, a super-scale language model.
FrankMocap, a technology released by Facebook AI Research (FAIR), is responsible for extracting a pose for a 3D model from a single image or video. In particular, it is characterized by being able to estimate not only the body but also the shape of the hand...
StudioGAN is a pytorch-based open source library released by Pohang University CVLab Kang Min-guk, and various GAN algorithms are implemented. The included GAN algorithm includes a number of major algorithms such as DCGAN, LSGAN, WGAN, and so on.
