We present the first image-based generative model of people in clothing for the full body. We sidestep the commonly used complex graphics rendering pipeline and the need for high-quality 3D scans of dressed people. Instead, we learn generative models from a large image database. The main chall...
Only if you want to run pose estimation and 3D fitting to integrate new data into the dataset: set up the unite the people repository (https://github.com/classner/up) and adjust its path in config.py.The rest of the requirements is then automatically installed when running:python...
Only if you want to run pose estimation and 3D fitting to integrate new data into the dataset: set up the unite the people repository (https://github.com/classner/up) and adjust its path in config.py.The rest of the requirements is then automatically installed when running:python...
Gehler. A generative model for people in clothing. In ICCV, 2017. [28] Chen-Yu Lee, Saining Xie, Patrick Gallagher, Zhengyou Zhang, and Zhuowen Tu. Deeply-supervised nets. In Artificial intelligence and statistics, pages 562–570. PMLR, 2015. [29] Lingjie Liu, Marc Habermann, ...
computer graphics,Transformer,garment animation,conditional variational autoencoder (CVAE) Cite this article: Shi M, Feng W, Gao L, et al.Generating diverse clothed 3D human animations via a generative model.Computational Visual Media,2024, 10(2): 261-277.https://doi.org/10.1007/s41095-022-032...
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Generating realistic 3D objects.GANs are also capable of producing actual3Dobjects. For example, researchers at MIT have used GANs to create 3D models of chairs and other furniture that appear to have been created by people. These models can be applied to architectural visualization or video games...
A Generative Model of People in Clothing PR-001: Generative adversarial nets by Jaejun Yoo (2017/4/13) PR-005: Playing Atari with Deep Reinforcement Learning (NIPS 2013 Deep Learning Workshop) kkweon.github.io/pr12-web-app-elm pr12er: PR12를 좀더 잘보기 위한 프로...
Fine-Tuning: At times, there's a need for the AI to focus on specific nuances or characteristics. In such cases, an additional set of data is used to 'fine-tune' the already trained model, enhancing its capabilities in the desired direction. Using the Model: After training, the model is...