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iOS x OpenCV探索影像處理與物件辨識的新火花
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Soren
November 25, 2024
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iOS x OpenCV 探索影像處理與物件辨識的新火花
Soren
November 25, 2024
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Transcript
iOS x OpenCV 探索影像處理與物件辨識的新火花
探討 OpenCV 在 iOS 應用上的運用。將介紹這 兩個工具的基本概念,如何結合它們提高應用 程式的功能性。 Name : BoWei
Studying: NUTC
OpenCV National Taichung University of Science and Technology.
OpenCV 1. 圖像處理與分析:包括濾波、邊緣檢測、形態學 操作、色彩空間轉換等基礎圖像處理技術。 2. 整合了支援向量機(SVM)、決策樹、隨機森林、 神經網路等多種機器學習演算法,並支援深度學 習框架的整合,如 TensorFlow 和
PyTorch。 3. 利用 SIMD 指令集(如 SSE、AVX)和 GPU 加速 (通過 OpenCL、CUDA)來提升運算性能
OpenCV
UIKit & Bridge Header National Taichung University of Science and
Technology.
UIKit UIKit 是蘋果公司為 iOS/iPadOS 等平台提供的原生 使用者界面框架,負責管理應用的視覺元素、使 用者互動、動畫效果以及事件處理。提供了高效 且靈活的 UI 開發工具。
• 標準 UI 元件 • Auto Layout • 動畫與過渡效果
Bridge Header Bridge Header是 Swift 與 C 語言 之間互相溝通的重 要機制,允許開發者在同一個專案中混合使用這
兩種語言。 • 集中管理介面 • 語言相互溝通 • 編譯器與工具鏈(Toolchain)支援
Importing C/C++ into Swift National Taichung University of Science and
Technology.
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