什么是UniRepLKNet UniRepLKNet是一种通用感知大卷积神经网络(Universal Perception Large-Kernel ConvNet),旨在通过大卷积核设计实现跨多个模态(音频、视频、点云、时间序列和图像)的高效识别任务。该网络由Tencent AI Lab和香港中文大学的研究人员联合开发,通过创新的架构设计,充分利用了大卷积核在扩大感受野方面的优势...
Results from the Paper Edit Ranked #1 on Object Detection on COCO 2017 (mAP metric) Get a GitHub badge TaskDatasetModelMetric NameMetric ValueGlobal RankResultBenchmark Semantic Segmentation ADE20K UniRepLKNet-T Validation mIoU 49.1 # 133 Compare Semantic Segmentation ADE20K UniRepLKNet-XL ...
usetimm.create_modelto build the models. For example,model = timm.create_model('unireplknet_l', num_classes=num_classes_of_your_task, in_22k_pretrained=True)will call the functionunireplknet_ldefinedhere, which will build a UniRepLKNet-L and automatically download our checkpoints and load...
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition 来自 arXiv.org 喜欢 0 阅读量: 79 作者:X Ding,Y Zhang,Y Ge,S Zhao,L Song,X Yue,Y Shan 摘要: Large-kernel convolutional neural networks (ConvNets) have recently ...
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition - DL-CNN/UniRepLKNet
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition - StephJWang/UniRepLKNet
usetimm.create_modelto build the models. For example,model = timm.create_model('unireplknet_l', num_classes=num_classes_of_your_task, in_22k_pretrained=True)will call the functionunireplknet_ldefinedhere, which will build a UniRepLKNet-L and automatically download our checkpoints and load...