There seem to be a lot of technologies recently to create new motions by extracting motion from human motion. (vid2vid, vid2game, pose2pose) Vid2Player was researched at Stanford University, and it depends on where the ball is placed using the actual tennis rally image data...
Combining multiple network models into an ensemble increases performance, but it is a reality that there are many difficulties when applied in practice because the total network size and inference time also increase. Multi-model Ensemble via Adversarial Learning (MEAL) solves this...
It's natural to see virtual characters and moves reasonably in terms of the laws of physics, that is, human-like, which has been a subject of long-standing research in the field of gaming as well as computer graphics. Facebook Jungdam Won's project as the first author, “A Scalable…
LipGAN is a technology that generates the shape of the lips of a face image using a voice signal, and when it is actually applied to a video, it was somewhat disappointing in terms of visual artifacts and the naturalness of movement. To improve this, the discriminator is not a single frame, but a plurality of consecutive…
bryandlee's github has the results of image translation application using deep generative model and related research made into a webcomic in the late years of calm man. The title of the study is also “Chilled Generative Model Learner”. I like this wit! Looking at the process, webtoon…
Imagenet-1K (1000 class image classification problem) is a task that has been optimized with the development of CNN. AlexNet's TOP-5 error, which announced the beginning of the deep learning era, was about 17%. At that time, the TOP-5 error of the existing top technology (SIFT+FV) was about 26%...
This is an AR Glass concept video created by a designer named Iskander Utebayev. Even if it is a concept video, it is quite fancy and once implemented, I think there is a potential to significantly change the Human-Machine Interface that uses smart devices. Apply AI technology…
I've heard stories that you can know what you're talking about with just the movements of your lips if you get special training, but the research in the link was realized with AI.
Deep learning-based super resolution technology was adopted by NVidia's latest GPU under the name DLSS (deep learning super sampling) and became a real service technology for consumers. Mainly in the 4K gaming market, 2K…
