深度学习论文: ZipDepth: Bringing Lightweight Zero-Shot Monocular Depth Anywhere, on Any Device

深度学习论文: ZipDepth: Bringing Lightweight Zero-Shot Monocular Depth Anywhere, on Any DeviceZipDepth: Bringing Lightweight Zero-Shot Monocular Depth Anywhere, on Any DevicePDF:https://arxiv.org/pdf/2607.08771PyTorch代码: https://github.com/shanglianlm0525/CvPytorchPyTorch代码: https://github.com/shanglianlm0525/PyTorch-Networks1 概述ZipDepth 兼顾零样本跨域泛化能力与边缘实时推理的轻量化单目深度估计网络，解决现有方法 “大模型精度高但无法端侧部署、轻量模型速度快但跨域失效” 的核心矛盾。ZipDepth 打通了高精度零样本单目深度与低功耗嵌入式 / 移动端实时部署