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Wayne's Talk 韋恩愛講話
  • Android
    • Android
    • Kotlin
  • iOS
    • iOS
    • 建立第一個 SwiftUI App
    • Swift
  • Spring Boot
    • Spring Boot
    • Spring Security Explained
  • Machine Learning
    • Machine Learning
    • Data Visualization
    • Supervised Learning
  • Deep Learning
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    • Natural Language Processing
  • Misc.
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  • 中文 (台灣)
    • 中文 (台灣)
    • English
Photo by Andrii Bondarenko on Unsplash
  • Deep Learning
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卷積神經網路(Convolutional Neural Networks, CNN)

  • ByWayne
  • 23/01/2025
  • 318 views
卷積神經網路(convolutional neural networks, CNN)是一個基於神經網路(neural networks)的電腦視覺和影像處理方法。在本文章中,我們將介紹 CNN 裡各種層(layers)的原理。
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Browsing Category

Vision Models

5 posts
Photo by Andrii Bondarenko on Unsplash
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  • 318 views
  • 4 minute read
  • Deep Learning
  • Vision Models

卷積神經網路(Convolutional Neural Networks, CNN)

  • ByWayne
  • 23/01/2025
卷積神經網路(convolutional neural networks, CNN)是一個基於神經網路(neural networks)的電腦視覺和影像處理方法。在本文章中,我們將介紹 CNN 裡各種層(layers)的原理。
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Photo by Sam Hojati on Unsplash
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  • 2.6K views
  • 4 minute read
  • Android
  • Deep Learning
  • Vision Models

在 Android 上使用 ONNX Runtime 執行 YOLOv8 模型

  • ByWayne
  • 19/06/2024
Open Neural Network Exchange (ONNX) 是由數個大廠合作定義的模型格式。而 ONNX Runtime 是一個可以執行 ONNX 模型的 library,它是微軟開發的。它支援多個平台,包含 Android。
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Photo by Євгенія Височина on Unsplash
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  • 1.4K views
  • 3 minute read
  • Android
  • Deep Learning
  • Vision Models

在 Android 上使用 PyTorch 執行 YOLOv8 模型

  • ByWayne
  • 19/06/2024
PyTorch 是一個由 Meta 所開發的機器學習 library。YOLOv8 內部也是使用 Pytorch。除了 Python 環境之外,我們現在也可以在非 Python 的環境中使用 PyTorch。本文章將藉由建立一個企鵝偵測的 app 來介紹如何在 Android 上使用 PyTorch。
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Photo by Danielle Barnes on Unsplash
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  • 936 views
  • 2 minute read
  • Deep Learning
  • Vision Models

Non Maximum Suppression (NMS)

  • ByWayne
  • 29/05/2024
Non maximum suppression 是一個在物件偵測中使用的技術,用來過濾物件偵測演算法產生出的 bounding boxes。如果不使用 NMS 的話,我們將會得到一張有密密麻麻的框框的圖片。
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Photo by Paul Carroll on Unsplash
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  • 3.4K views
  • 2 minute read
  • Deep Learning
  • Vision Models

YOLOv8 物件偵測教學

  • ByWayne
  • 23/05/2024
YOLO (You Only Look Once) 是一個熱門的物件偵測模型。它的高效能與高準確率,使得它快速地走紅。本文章將介紹如何使用 YOLOv8 來做物件偵測。
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