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opencv-hw's Introduction

1. RGB_change.ipynb

此筆記本探討了圖像中RGB通道的操作。它演示了如何修改色彩通道來創建各種視覺效果,並理解每個RGB組件在顏色表示中的作用。涵蓋的技術包括調整個別的顏色通道,並分析這些修改對整體圖像外觀的影響。

2. GaussianBlur.ipynb

在GaussianBlur.ipynb中,我們深入探討高斯模糊技術,這是用於平滑圖像的廣泛使用的技術。此筆記本解釋了高斯模糊的概念,它在減少圖像噪聲和細節方面的應用,以及如何使用Python的OpenCV庫應用它。通過交互式示例,您將學習內核大小對模糊的影響,以及如何使用這種技術實現所需的圖像清晰度。

3. SIFT.ipynb

SIFT.ipynb筆記本專門討論尺度不變特徵變換(SIFT)算法,這是特徵檢測和描述的強大工具。此筆記本涵蓋了SIFT的基礎知識,包括關鍵點檢測、特徵描述和匹配不同圖像中的特徵。實用示例演示了如何使用SIFT進行物體識別和圖像匹配任務。

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