Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记

第三周 Object detection

Detection algorithms
3.1   Object localization

Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记
3.2   Landmark detection

Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记

3.3   Object detection

Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记

3.4   Convolutional implementation of sliding windows

Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记

3.5   Bounding box predictions

Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记

3.6   Intersection over union

Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记

3.7   Non-max suppression

Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记

3.8   Anchor boxes

Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记

3.9   Putting it together: YOLO algorithm

Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记

3.10 Region proposals(Optional)

Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记Andrew Ng deeplearning.ai专项课程第四课Convolutional Neural Networks第三周笔记

中文笔记参考:

吴恩达Coursera深度学习课程 DeepLearning.ai 提炼笔记(4-3)-- 目标检测