전체 글(146)
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[Python] HTTP GET으로 request 보내 받기
A. 수단- OS/Platform/Tool : Linux, Kubernetes(k8s), Docker, AWS- Package Manager : node.js, yarn, brew, - Compiler/Transpillar : React, Nvcc, gcc/g++, Babel, Flutter- Module Bundler : React, Webpack, ParcelB. 언어- C/C++, python, Javacsript, Typescript, Go-Lang, CUDA, Dart, HTML/CSSC. 라이브러리 및 프레임워크 및 SDK- OpenCV, OpenCL, FastAPI, PyTorch, Tensorflow, Nsight 1. What? (현상) 보통 HTTP Methods(GET, POST, ..
2024.11.11 -
[Data Science] Embedding을 2차원 Visualize하기
A. 수단- OS/Platform/Tool : Linux, Kubernetes(k8s), Docker, AWS- Package Manager : node.js, yarn, brew, - Compiler/Transpillar : React, Nvcc, gcc/g++, Babel, Flutter- Module Bundler : React, Webpack, ParcelB. 언어- C/C++, python, Javacsript, Typescript, Go-Lang, CUDA, Dart, HTML/CSSC. 라이브러리 및 프레임워크 및 SDK- OpenCV, OpenCL, FastAPI, PyTorch, Tensorflow, Nsight 1. What? (현상) 어떤 Data들을 특정 네트워크를 통과시킨 후에 ..
2024.11.10 -
[Git] master 관리자가 MR 요청한 브랜치의 conflict 해결하기
A. 수단- OS/Platform/Tool : Linux, Kubernetes(k8s), Docker, AWS- Package Manager : node.js, yarn, brew, - Compiler/Transpillar : React, Nvcc, gcc/g++, Babel, Flutter- Module Bundler : React, Webpack, ParcelB. 언어- C/C++, python, Javacsript, Typescript, Go-Lang, CUDA, Dart, HTML/CSSC. 라이브러리 및 프레임워크 및 SDK- OpenCV, OpenCL, FastAPI, PyTorch, Tensorflow, Nsight 1. What? (현상)먼저, 다른 글에서 보였듯이 git branch를 ..
2024.11.07 -
[Gradio] Gradio FastAPI로 띄우기
A. 수단- OS/Platform/Tool : Linux, Kubernetes(k8s), Docker, AWS- Package Manager : node.js, yarn, brew, - Compiler/Transpillar : React, Nvcc, gcc/g++, Babel, Flutter- Module Bundler : React, Webpack, ParcelB. 언어- C/C++, python, Javacsript, Typescript, Go-Lang, CUDA, Dart, HTML/CSSC. 라이브러리 및 프레임워크 및 SDK- OpenCV, OpenCL, FastAPI, PyTorch, Tensorflow, Nsight 1. What? (현상)Gradio를 활용해 아래와 같은 간단한 UI를 만..
2024.11.07 -
[Generative] Improved Precision and Recall Metric for Assessing Generative Models (NIPS'19)
Paper : https://proceedings.neurips.cc/paper_files/paper/2019/file/0234c510bc6d908b28c70ff313743079-Paper.pdfCode : https://github.com/kynkaat/improved-precision-and-recall-metricAuthorsNvidia, NIPS’19Main Idea생성모델에서 생성한 sample들의 coverage와 quality를 측정manifold의 explicit & non-parametric한 표현을 활용해 visualize가 가능한 새로운 metric을 제안Tasks : 2D Image GenerationResults : FFHQ, ImageNet0. Before Start... a..
2024.10.26 -
[Generative] Python으로 FID 구하기
A. 수단- OS/Platform/Tool : Linux, Kubernetes(k8s), Docker, AWS- Package Manager : node.js, yarn, brew, - Compiler/Transpillar : React, Nvcc, gcc/g++, Babel, Flutter- Module Bundler : React, Webpack, ParcelB. 언어- C/C++, python, Javacsript, Typescript, Go-Lang, CUDA, Dart, HTML/CSSC. 라이브러리 및 프레임워크 및 SDK- OpenCV, OpenCL, FastAPI, PyTorch, Tensorflow, Nsight 1. What? (현상) FID(Frechet Inception Dista..
2024.10.15