一个全面、工程化、基于 PyTorch 的现代扩散模型实现库。 支持 DDPM、DDIM、CFG 等多种扩散算法,集成 UNet、DiT、DiM 等先进主干网络。 提供分布式训练、EMA、实验追踪、完整评估指标,开箱即用。
According to DeepLearning.AI (@DeepLearningAI), the new PyTorch for Deep Learning Professional Certificate, led by Laurence Moroney, provides in-depth, practical training on building, optimizing, and ...
UNet and DeepLabV3 for instance segmentation. Starting from a rgb image of a pet the network should output a segmentation mask of the pet. Deep Learning and Generative Models' practical project ...
The choice between PyTorch and TensorFlow remains one of the most debated decisions in AI development. Both frameworks have evolved dramatically since their inception, converging in some areas while ...
From Cape Town to Tehran to Lima to Phoenix, dozens of cities across the globe have recently experienced water shortages. In the next five years the world’s demand for fresh water could significantly ...
Abstract: Flood mapping using remote sensing data is critical to disaster response, especially in real-time monitoring and edge deployment. However, existing deep-learning (DL) models often face ...
Forbes contributors publish independent expert analyses and insights. Rachel Wells is a writer who covers leadership, AI, and upskilling. The average U.S. worker’s salary hovers at $62,000. That’s ...
Two particular phases in your nightly routine seem to play outsize roles in cognitive health. By Mohana Ravindranath A good night’s sleep isn’t just about the number of hours you log. Getting quality ...
Popular deep learning framework, PyTorch Lightning, has been found to contain multiple critical security flaws. The deserialisation vulnerabilities, identified under the reference VU#252619, impacts ...
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