论文题目: Zero-1-to-3: Zero-shot One Image to 3D Object作者:Ruoshi Liu,Rundi Wu等 作者机构:Columbia University等 论文链接: https://arxiv.org/pdf/2303.11328.pdf项目链接: https://zero123.cs.colum…
首先从标题上来看,巧玩谐音梗的Zero-123具有如下含义:Zero-shot代表零样本,在各类方法中,这个词的出现都能大大提高项目的“挑战性",因为它基本象征着对先验辅助的丢弃;One Image to 3D Object则更是重量…
论文题目:Zero-1-to-3: Zero-shot One Image to 3D Object 作者:Ruoshi Liu,Rundi Wu等 作者机构:Columbia University等 论文链接:https://arxiv.org/pdf/2303.11328.pdf 项目链接:https://zero123.cs.columbia.edu/ Zero-1-to-3 是一个框架,通过仅提供单个RGB图像,实现改变物体摄像机视点的目标。为了在...
只需输入单张图像,选择另外的摄像机视角(比如左转60度),便可生成该视角下输入物体的显示结果。 ▲图1|各角度生成©️【深蓝AI】编译 后续可以通过生成多张不同视角的图像进行3D重建: 该模型算法整体的pipeline:首先给定单张RGB图片,以及相机参数(...
Zero-1-to-3: Zero-shot One Image to 3D Object Ruoshi Liu1,Rundi Wu1,Basile Van Hoorick1,Pavel Tokmakov2,Sergey Zakharov2,Carl Vondrick1 1Columbia University,2Toyota Research Institute Novel View Synthesis: 3D Reconstruction: Updates
Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023) zero-shotnovel-view-synthesisimage-to-3dsingle-view-reconstructionstable-diffusion UpdatedDec 5, 2023 Python prs-eth/Marigold Star2.5k [CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators...
2、结合条件扩散模型的视图合成框架Zero-1-to-3 3、单视图三维重建效果对比及与 Dall·E 2 结合的新视图生成 4、Hugging Face Demo展示 直播信息 直播时间:5月26日10:00 直播地点:智东西公开课知识店铺 成果 论文标题:《Zero-1-to-3: Zero-shot One Image to 3D Object》 ...
zero-shot、one-shot、few-shot 总结对比 zero-shot是一种机器学习方法,指的是模型能够处理从未在训练数据中见过的任务或类别,即模型在面对新任务时不需要额外的训练和微调也能做出合理的决策。 以视觉场景为例,如CLIP(Contrastive Language-Image Pre-Training),它将图像和文本嵌入到同一个语义空间中,使得模型能够...
Zero-shot Image-to-Image Translation 零镜头图像到图像的转换 Large-scale text-to-image generative models have shown their remarkable ability to synthesize diverse and high-quality images. However, it is still challenging to directly apply these models for editing real images for two reasons. First,...
ComfyUI Node for Zero-1-to-3: Zero-shot One Image to 3D Object 中文 This is an unofficial porting of Zero123 https://zero123.cs.columbia.edu/ for ComfyUI, Zero123 is a framework for changing the camera viewpoint of an object given just a single RGB image. This porting enable you ...