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Day12 - Houdini에서 ML 사용하기

본 글은 아래의 깃허브 페이지를 한글로 번역한 내용입니다. https://github.com/kiryha/Houdini/wiki/AI-For-Artists AI For ArtistsHoudini pipeline and learning database. Contribute to kiryha/Houdini development by creating an account on GitHub.github.com프로젝트에 사용된 코드는 저의 개발 환경인 Linux에 맞춰 변형되었으니, 원본 코드를 보고 싶으시면 링크를 참고하시기 바랍니다. 1. 서론인공지능이란 무엇일까? 아티스트들에게도 이것이 사용되어야 한다. 본 글의 작성자는 AI의 일부인 Machine Learning을 공부하는 중이며, 그중 후디니에 AI 알..

https://www.youtube.com/watch?v=xZ6d0J49F-ohttps://www.youtube.com/watch?v=PfADHfRPCNwDigital Asset 만들기 Python Module 사용하기 Houdini Python Functions

ctrl-click dome light and camera to create nodes

Simulation Setting Render

from pickle import dumpwith open("filename.pkl", "wb") as f: dump(clf, f, protocol=5)from pickle import loadwith open("filename.pkl", "rb") as f: clf = load(f)skmain.pyhttps://scikit-learn.org/1.5/model_persistence.html#pickle-joblib-and-cloudpickle 9. Model persistenceSummary of model persistence methods:,,, Persistence method, Pros, Risks / Cons,,, ONNX, Serve models without a Python env..

CNNfrom tensorflow.keras.datasets import mnistimport numpy as npimport matplotlib.pyplot as pltlen(mnist.load_data()[0][0][0])plt.imshow(mnist.load_data()[0][0][0])len(mnist.load_data()[0][0]),len(mnist.load_data()[0][1]),len(mnist.load_data()[1][0]),len(mnist.load_data()[1][1]),(x_train, y_train), (x_test, y_test) = mnist.load_data()print("x_train shape", x_train.shape)print("y_train shape", y_..

https://teachablemachine.withgoogle.com/ Teachable MachineTrain a computer to recognize your own images, sounds, & poses. A fast, easy way to create machine learning models for your sites, apps, and more – no expertise or coding required.teachablemachine.withgoogle.comhttps://thebook.io/080244/0207/ 모두의 인공지능 with 파이썬: 1 개발 환경 만들기더북(TheBook): (주)도서출판 길벗에서 제공하는 IT 도서 열람 서비스입니다.thebook.io

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https://scikit-learn.org/stable/modules/generated/sklearn.datasets.load_breast_cancer.html#sklearn.datasets.load_breast_cancer load_breast_cancerGallery examples: Post pruning decision trees with cost complexity pruning Model-based and sequential feature selection Permutation Importance with Multicollinear or Correlated Features Effect of v...scikit-learn.org 데이터 전처리from sklearn.datasets import ..