PinnedYanwei LiuPyTorch深度學習工具箱本文把文章標題取名成PyTorch深度學習工具箱的用意是在於: 日常在進行PyTorch模型訓練的時候,如果想知道模型的好壞,我們會用不少方式去評估。例如:Confusion Matrix、per class accuracy、F1…Jul 6, 2021Jul 6, 2021
Yanwei Liuin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨Combining Images from Multiple Cameras: Methods, Deep Learning Techniques, and Practical…Combining images from multiple cameras is a feasible and effective way to create comprehensive representations of environments or objects.Sep 17Sep 17
Yanwei Liuin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨Designing a Deep Learning Model as a Service System: A Step-by-Step GuideDesigning a deep learning model as a service system involves multiple stages, from problem definition to deployment and maintenance.Sep 13Sep 13
Yanwei Liu【閱讀心得】終局思維:矽谷、華爾街菁英高效學習法,跳脫慣性束縛、突破情勢限制,平凡時刻都是翻轉向上的瞬間當決策的可逆性高,且後果影響不大時,應盡快做出決定並採取行動。 在這種情況下,即使犯錯,也能夠輕易修正,無需過度擔憂。…Sep 10Sep 10
Yanwei Liu【閱讀心得】一流的人如何保持顛峰這本書探討如何以健康且持久的模式達到顛峰狀態。作者以自身經驗與研究成果說明,頂尖高手之所以能不斷精進,並非來自天賦或單純的努力,而是掌握了「壓力與休息」的平衡。文章首先探討「壓力」的必要性,強調適度壓力如何刺激生理與心理的適應,促進成長。接著作者介紹「刻意練習」的概念,說明……Sep 6Sep 6
Yanwei Liuin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨How to Use Better Translation Service on Immersive Translate for Free?Use Immersive Translate Here:Sep 3Sep 3
Yanwei Liuin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨pytorch-fid: A Powerful Tool for Evaluating Generative ModelsEvaluating the performance of generative models, such as Generative Adversarial Networks (GANs), is a crucial task in the field of machine…Aug 28Aug 28
Yanwei Liu【閱讀心得】Get Better at Anything: 12 Maxims for Mastery這本Get Better at Anything台灣還沒中文翻譯版,作者是幾年前的暢銷書《超速學習:我這樣做,一個月學會素描,一年學會四種語言,完成MIT四年課程》的作者Scott Young所寫。Aug 26Aug 26
Yanwei Liu探索MLOps:提升機器學習專案品質的入門指南本文介紹如何使用Makefile、GitHub Actions、Tensorboard、Weights & Biases與Pre-commit等工具,來優化機器學習專案的開發流程。達成自動化Python專案的編譯、測試、格式化及部署,並提供Pre-commit的實用技巧。Aug 23Aug 23
Yanwei Liuin𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨Face Recognition in Images and Videos Using OpenCVLearn how to perform face recognition in images and videos using OpenCV with Python.Aug 23Aug 23