git clone https://github.com/jayliu0313/Shape-Guided.git cd Shape-Guided conda create --name myenv python=3.6 conda activate myenv pip install -r requirement.txt MvTec3D-AD Dataset Hereto download dataset Implementation Preprocessing It will take few minutes to remove the backgoround of the ...
Using global characteristic shape functions that can approximately capture the major structural information, we study fluorescence tomography with a new shape-guided representation based on some underlying mesh. Moreover, the proposed method can naturally enforce the prior coexistence of fluorescence yield ...
Functions: Sketch-Shape(定义抽象几何对象的coarse结构),实现text和shape-guidance来指导控制生成过程【效果:对给定的geometry能够生成高质量的textures】 shape-guidance: 用3D coarse model(Sketch-Shape) ,允许用户对base geometry进行refine shape和texture(利用text prompt) Latent-Paint:与此同时,本文也提出了Latent-...
Writers: Xiuwei Xu, Yifan Wang, Yu Zheng, Yongming Rao, Jie Zhou, Jiwen Lu PDF:Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement Abstract In this paper, we propose a weakly-supervised approach for 3D object detection, which makes it possible to train...
shape-guided object inpainting. Given an incomplete input image, the goal is to fill in the hole by generating an object based on the context and implicit guidance given by the hole shape. Since previous methods for image inpainting are mainly designed for background inpainting, they are not ...
Summary: A method for deformable shape-based image segmentation is described. Regions in an image are merged together and/or split apart, based on their agreement with an a priori distribution on the global deformation parameters for a shape template. Perceptually-motivated criteria are used to det...
1、Text and Shape Guided Diffusion 首先是扩散的过程,本文基于stable diffusion微调获得,为了保证在每一次扩散的过程中模型都能利用图像观测部分的所有信息,作者微调扩散过程,每次只有mask区域添加噪声,具体形式如下 (这个形式和RePaint很想)。由此,本模型的第一个优化目标为: ...
Projects Security Insights Additional navigation options main 1Branch0Tags Code This branch is1 commit behindwyf-ACCEPT/BackToReality:main. README MIT license Introduction This repo contains PyTorch implementation for paperBack To Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhan...
We introduce precise object silhouette as a new form of user control in text-to-image diffusion models, which we dub Shape-Guided Diffusion. Our training-free method uses an Inside-Outside Attention mechanism during the inversion and generation process to apply a shape constraint to the cross- ...
git clone https://github.com/jayliu0313/Shape-Guided.git cd Shape-Guided conda create --name myenv python=3.6 conda activate myenv pip install -r requirement.txt MvTec3D-AD Dataset Here to download dataset Implementation Preprocessing It will take few minutes to remove the backgoround of ...