一旦对LoRA模型进行了微调,就可以将权重合并在一起以获得单个模型,或者只单独保存适配器,并将预训练模型与现有模型分开加载。 Hugging Face开发的PEFT库,可以利用LoRA技术。 from peft import LoraConfig, TaskType lora_config = LoraConfig( r=16, lora_alpha=16, target_modules=["query_key_value"] lora_dro...
Exploiting Diffusion Prior for Real-World Image Super-Resolution Paper|Project Page|Video|WebUI|ModelScope|ComfyUI Jianyi Wang,Zongsheng Yue,Shangchen Zhou,Kelvin C.K. Chan,Chen Change Loy S-Lab, Nanyang Technological University ⭐ If StableSR is helpful to your images or projects, please help...
📖 SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution [Paper] [Supp] Mingjun Zheng, Long Sun, Jiangxin Dong, and Jinshan Pan IMAG Lab, Nanjing University of Science and Technology Network architecture of the proposed SMFANet. The...
📖 SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution [Paper] [Supp] Mingjun Zheng, Long Sun, Jiangxin Dong, and Jinshan Pan IMAG Lab, Nanjing University of Science and Technology Network architecture of the proposed SMFANet. The...
Abstract:Transformers have exhibited promising performance in computer vision tasks including image super-resolution (SR). However, popular transformer-based SR methods often employ window self-attention with quadratic computational complexity to window sizes, resulting in fixed small windows with limited rec...
Code for "Deep Learning-based Harmonization and Super-Resolution of Landsat-8 and Sentinel-2 images" paper. - venkatesh-thiru/Deep-Harmonization
(LOD) techniques, we introduce \modelname, featuring an LOD-structured 3D Gaussian approach supporting level-of-detail decomposition for scene representation that contributes to the final rendering results. Our model dynamically selects the appropriate level from the set of multi-resolution anchor ...
StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pre-trained StyleGAN (ECCV 2022) CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior (CVPR 2023) VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild (SIGGRAPH Asia ...
Lower resolution generations require less memory usage. AStableDiffusionMemoryOptimizedPipelineexists for environments with low memory. This pipelineremoves the safety checkerand will only load models when they are required and unloads them immediately after. This will heavily impact performance and should ...
2022.09.14: Integrated to 🤗Hugging Face. Try out online demo! 2022.09.09: Integrated to 🚀Replicate. Try out online demo! 2022.09.04: Add face upsampling--face_upsamplefor high-resolution AI-created face enhancement. 2022.08.23: Some modifications on face detection and fusion for better AI...