MCDropout

model train feature -> ReconNet_dropout -> drop.feature cat[ drop.feature, init.feature] cat at dim=1 ReconNet_dropout dropout ​ shortcut = self.conv1(x) ​ shortcut.features = self.bn0(shortcut.features) ​ shortcut.features = self.act1(shortcut.features) ​ shortcut.features = self.dropout1(shortcut.features) eval metric ???predict_labels = torch.mean(outputs, dim=0, keepdim=True) uncertainty_scores = torch.var(outputs, dim=0, keepdim=True) uncertainty_scores = torch.mean(uncertainty_scores, dim=1)

十月 13, 2023 · 1 分钟 · 47 字 · Me

zsh_on_win

# If you come from bash you might have to change your $PATH. # export PATH=$HOME/bin:/usr/local/bin:$PATH export TERM="xterm-256color" #防止中文乱码 export LC_ALL=en_US.UTF-8 export LANG=en_US.UTF-8 # Path to your oh-my-zsh installation. # !!! IMPORTANT to use $HOME instead of normal absolute path in windows !!! ZSH="$HOME/.oh-my-zsh" ZSH_CUSTOM=$HOME/.oh-my-zsh/custom # Set name of the theme to load --- if set to "random", it will # load a random theme each time oh-my-zsh is loaded, in which case, # to know which specific one was loaded, run: echo $RANDOM_THEME # See https://github....

十月 11, 2023 · 3 分钟 · 626 字 · Me

CMake

Modern CMake 简体中文版 │ CMakeLists.txt │ triangle.cpp │ ├─include │ │ vmath.h │ │ │ ├─glad │ │ glad.h │ │ │ ├─GLFW │ │ glfw3.h │ │ glfw3native.h │ │ │ └─KHR │ khrplatform.h │ └─lib │ glad.c │ └─GLFW glfw3.dll libglfw3.a libglfw3dll.a 用CMake编译跨shell平台cpp代码 CMake 生成,需要显式指定生成器为*“MinGW Makefiles”,避免Windows平台MSVC优先级使CMakelists指定gcc/g++*失效 cmake -G "MinGW Makefiles" -S . -B buil CMake install cmake --build build run exe ./build/*.exe CMakelists cmake_minimum_required(VERSION 3.10) # 设置C语言编译器 set(CMAKE_C_COMPILER "C:/msys64/ucrt64/bin/gcc....

十月 10, 2023 · 1 分钟 · 95 字 · Me

计网

Whisper based Online-Lectures subtitle universal supply method for speed-up learning. Based on the fact that human can read much more faster than listen while speed-up the videos. whisper ./204-17.mp4 --model large-v2 --language Chinese --initial_prompt "以下是 普通话的句子。" export CUDA_VISIBLE_DEVICES='1' TCP / UDP TCP 关注可靠性 / UDP 关注实时性 网络层 端到端 End to End 链路层 点到点 Point to Point SDN Ch.1 互联网:由 TCP / IP协议构成的一组协议 协议:对等实体遵守的规范xxxxxxx(define) TCP 面向连接可靠服务 UDP 无连接不可靠服务 网络边缘(Edge 方形) / 网络核心(Core 圆形)...

十月 10, 2023 · 1 分钟 · 84 字 · Me

Docker

https://kodekloud.com/courses/docker-for-the-absolute-beginner/ https://docs.docker.com/get-started/

十月 9, 2023 · 1 分钟 · 2 字 · Me

NeRF, A Comprehensive Review

https://zhuanlan.zhihu.com/p/627356466 数据集 评价指标:PSNR、SSIM、LPIPS 3. NeRF Mip-NeRF https://jonbarron.info/mipnerf/ PE(Positional Encoding)

十月 9, 2023 · 1 分钟 · 9 字 · Me

ManimTutor

A official tutorial here Chinese version of this tutor here

九月 29, 2023 · 1 分钟 · 10 字 · Me

conda init

Check oh-my-tuna https://github.com/tuna/oh-my-tuna or https://tuna.moe/oh-my-tuna/ conda mirror setting conda config --set show_channel_urls yes create .condarc file to ~/.condarc and open it fill with channels: - defaults show_channel_urls: true default_channels: - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/r - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/msys2 custom_channels: conda-forge: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud msys2: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud bioconda: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud menpo: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud pytorch: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud pytorch-lts: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud simpleitk: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud deepmodeling: https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/ run conda clean -i clean index pip mirror setting # tsinghua mirror pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple Alternate conda new created envs default dir...

九月 27, 2023 · 1 分钟 · 130 字 · Me

GAMES204_Computational_Imaging

https://www.bilibili.com/video/BV11N4y1g7Z8/ 1 Intro What is computational Imaging? related with CG / CV / Optics … Applications: 光场相机 Light Field Imaging; Non-line-of-sight Imaging(有什么意义?) color: CRE 标准 建议学完后重看 Intro 2. Color, Human Vision System, and Display Ⅰ SPD(Spectral Power Distribution) S,M,L三种锥状细胞(可以简单理解成分别响应为红绿蓝三色的细胞) 人眼获取颜色:SPD 在视网膜(经过人眼LMS曲线)积分为RGB三色信号 这一过程实际上是 高维 -> 3维 的映射,因此必然导致:同色异谱(Metamerism) 颜色感知: Terms: Prism: 棱镜 3. Color, Human Vision System, and Display Ⅱ CIE,XYZ,亮度? 色彩空间 HSV 4. Cameras 相差 色散(彩色相差) 畸变 光圈 景深 分辨率的物理限制:衍射极限 sensor: Pixel, Photosite response, color filter array, many kinds of sensors…...

九月 25, 2023 · 1 分钟 · 95 字 · Me

OpenGL_VSCode

msys2 安装mingw w64 $ pacman -S mingw-w64-x86_64-cc pkg-config 在安装gdb $ pacman -S mingw-w64-x86_64-gdb https://github.com/Insdf/Cpp_OpenGL_Setup

九月 21, 2023 · 1 分钟 · 14 字 · Me

mitacsCV

First Name: Siyuan Last Name: Yang My web homepage[blog] and academic homepage My github account: https://github.com/Reed-yang Background & Interests: ​ 3D Reconstruction, Neural Rendering, Computer Graphics, Differentiable Rendering Degree: Major in Computer Science at Huazhong University of Science & Technology(HUST) 2021 - 2025 Minor in Philosophy at Huazhong University of Science & Technology(HUST) 2022 - 2025 Research & Industrial Experience: HUST-EPIC-lab 2022.5-present Under the guidance of Associate Professor Xianzhi Li at HUST EPIC Lab, I had the opportunity to engage in research in point cloud 3D reconstruction....

九月 19, 2023 · 2 分钟 · 361 字 · Me

mitacs

待填: General description of skills, background knowledge, research interests and experience My primary research interests are computer graphics and artificial intelligence, along with associated subfields: neural rendering, differentiable rendering, NeRF, 3D reconstruction, and photorealistic rendering, etc. I've undertaken independent study in many modern computer graphics courses, and attended a cutting-edge graphics summer camp (USTC 2023). Supervised by Professor Xianzhi Li, I have participated in a research work in the field of point cloud 3D reconstruction, aiming for publication in CVPR 2024(joint author)....

九月 19, 2023 · 5 分钟 · 874 字 · Me