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 课程文件目录:
 优达学城:carnd-video Udacity优达学城无人驾驶工程师 [3.9G]┣━━Advanced-lane-finding [78M]
 ┃ ┣━━Advanced Lane Finding Videos [78M]
 ┃ ┃ ┣━━1 – Welcome.avi [11.6M]
 ┃ ┃ ┣━━2 – Overview_(new).avi [7.3M]
 ┃ ┃ ┣━━3 – Getting Started, Camera Calibration.mp4 [3.7M]
 ┃ ┃ ┣━━4 – Distortion.mp4 [1.2M]
 ┃ ┃ ┣━━5 – Pinhole Camera Model and Types of Distortion.mp4 [2.9M]
 ┃ ┃ ┣━━6 – Distortion.mp4 [1.5M]
 ┃ ┃ ┣━━7 – Chessboards.mp4 [4.2M]
 ┃ ┃ ┣━━8 – Lane Curvature.mp4 [2.1M]
 ┃ ┃ ┣━━9 – Perspective Transform_(new).avi [19.8M]
 ┃ ┃ ┣━━10 – Transforming a Stop Sign.mp4 [4.8M]
 ┃ ┃ ┣━━11 – Gradient Threshold.mp4 [1.5M]
 ┃ ┃ ┣━━12 – Color Spaces.mp4 [1.2M]
 ┃ ┃ ┣━━13 – Color Spaces and Thresholding.mp4 [2.8M]
 ┃ ┃ ┣━━14 – Project Steps.avi [3.8M]
 ┃ ┃ ┣━━15 – Finding Lane Pixels by Histogram and Sliding Window_(new).avi [5.9M]
 ┃ ┃ ┗━━16 – Onward!.mp4 [3.7M]
 ┃ ┗━━Advanced Lane Finding Subtitles.zip [49.9K]
 ┣━━Behavoir cloning [414.2M]
 ┃ ┣━━Behavioral Cloning Subtitles.zip [35K]
 ┃ ┣━━Behavioral Cloning Videos.zip [71.7M]
 ┃ ┣━━simulator-linux.zip [116.2M]
 ┃ ┣━━simulator-macos.zip [122.6M]
 ┃ ┗━━simulator-windows-64.zip [103.6M]
 ┣━━Convolutional neural network [22K]
 ┃ ┣━━cnn (1).zip [3.8K]
 ┃ ┣━━cnn (2).zip [3.8K]
 ┃ ┣━━cnn (3).zip [3.8K]
 ┃ ┣━━cnn (4).zip [3.8K]
 ┃ ┣━━cnn (5).zip [3.2K]
 ┃ ┗━━cnn.zip [3.6K]
 ┣━━Decision Tree [65.4M]
 ┃ ┣━━Decision Trees Subtitles.zip [277.6K]
 ┃ ┗━━Decision Trees Videos.zip [65.1M]
 ┣━━Deep neural network [34.7M]
 ┃ ┣━━Convolutional Neural Networks Videos.zip [15.4M]
 ┃ ┣━━Deep Neural Networks Videos.zip [19.2M]
 ┃ ┣━━multilayer-perceptron (1).zip [3.9K]
 ┃ ┣━━multilayer-perceptron (2).zip [4.4K]
 ┃ ┣━━multilayer-perceptron (3).zip [2.9K]
 ┃ ┗━━multilayer-perceptron.zip [2.3K]
 ┣━━Finding-lane-lines [22.1M]
 ┃ ┣━━Finding Lane Lines Subtitles.zip [15.3K]
 ┃ ┗━━Finding Lane Lines Videos.zip [22.1M]
 ┣━━Introduction to nerual-network [33.4M]
 ┃ ┣━━Introduction to Neural Networks Subtitles.zip [72.1K]
 ┃ ┗━━Introduction to Neural Networks Videos.zip [33.3M]
 ┣━━Introduction to tensorflow [34.9M]
 ┃ ┣━━Introduction to TensorFlow Subtitles.zip [94.2K]
 ┃ ┗━━Introduction to TensorFlow Videos.zip [34.8M]
 ┣━━keras [11M]
 ┃ ┣━━Keras Subtitles.zip [3.4K]
 ┃ ┗━━Keras Videos.zip [11M]
 ┣━━Machine learning [330M]
 ┃ ┣━━Machine Learning and Stanley Videos [329.9M]
 ┃ ┃ ┣━━1 – Intro to Classifiers_(new).avi [5.7M]
 ┃ ┃ ┣━━2 – ML in The Google Self-Driving Car_(new).avi [65.3M]
 ┃ ┃ ┣━━3 – Intro To Stanley Terrain Classification.mp4 [11M]
 ┃ ┃ ┣━━4 – Stanley Terrain Classification.mp4 [4.2M]
 ┃ ┃ ┣━━5 – Speed Scatterplot_ Grade and Bumpiness.mp4 [21.8M]
 ┃ ┃ ┣━━6 – Speed Scatterplot_ Grade and Bumpiness Solution.mp4 [983.4K]
 ┃ ┃ ┣━━7 – Speed Scatterplot 2.mp4 [1.5M]
 ┃ ┃ ┣━━8 – Speed Scatterplot 2 Solution.mp4 [2.1M]
 ┃ ┃ ┣━━9 – Speed Scatterplot 3.mp4 [2M]
 ┃ ┃ ┣━━10 – Speed Scatterplot 3 Solution.mp4 [8.4M]
 ┃ ┃ ┣━━11 – From Scatterplots to Predictions_(new).avi [8.1M]
 ┃ ┃ ┣━━12 – From Scatterplots to Predictions Solution_(new).avi [1.9M]
 ┃ ┃ ┣━━13 – From Scatterplots to Predictions 2.mp4 [2.2M]
 ┃ ┃ ┣━━14 – From Scatterplots to Predictions 2 Solution.mp4 [2.5M]
 ┃ ┃ ┣━━15 – From Scatterplots to Decision Surfaces.mp4 [8.1M]
 ┃ ┃ ┣━━16 – From Scatterplots to Decision Surfaces Solution.mp4 [5M]
 ┃ ┃ ┣━━17 – A Good Linear Decision Surface.mp4 [4.1M]
 ┃ ┃ ┣━━18 – A Good Linear Decision Surface Solution.mp4 [11.5M]
 ┃ ┃ ┣━━19 – Transition to Using Naive Bayes.mp4 [4.4M]
 ┃ ┃ ┣━━20 – NB Decision Boundary in Python.mp4 [9.5M]
 ┃ ┃ ┣━━21 – Getting Started With sklearn.mp4 [21.9M]
 ┃ ┃ ┣━━22 – Gaussian NB Example.mp4 [45.6M]
 ┃ ┃ ┣━━23 – GaussianNB Deployment on Terrain Data.mp4 [14M]
 ┃ ┃ ┣━━24 – GaussianNB Deployment on Terrain Data Solution.mp4 [3.1M]
 ┃ ┃ ┣━━25 – Calculating NB Accuracy.mp4 [20.9M]
 ┃ ┃ ┣━━26 – Calculating NB Accuracy Solution.mp4 [11M]
 ┃ ┃ ┣━━27 – Training and Testing Data.mp4 [18.1M]
 ┃ ┃ ┣━━28 – Naive Bayes Strengths and Weaknesses.mp4 [5.3M]
 ┃ ┃ ┗━━29 – Congrats on Learning Naive Bayes_(new).avi [9.4M]
 ┃ ┗━━Lesson 1–Naive Bayes Subtitles.zip [82.8K]
 ┣━━Miniflow [18M]
 ┃ ┣━━MiniFlow Subtitles.zip [1.2K]
 ┃ ┣━━MiniFlow Videos.zip [1.8M]
 ┃ ┗━━mnist.pkl.gz [16.3M]
 ┣━━support vector machine [482.9M]
 ┃ ┣━━Lesson 2–SVM Subtitles.zip [54.1K]
 ┃ ┗━━Support Vector Machines Videos.zip [482.8M]
 ┣━━The end [7.3M]
 ┃ ┗━━The End Videos.zip [7.3M]
 ┣━━Traffice sign classifier [132.9M]
 ┃ ┣━━Traffic Sign Classifier Subtitles.zip [27.4K]
 ┃ ┣━━Traffic Sign Classifier Videos.zip [15M]
 ┃ ┗━━traffic-signs-data.zip [117.8M]
 ┣━━Transfer learning [1.4G]
 ┃ ┣━━inception-cifar10-bottleneck-data.zip [361.8M]
 ┃ ┣━━inception-traffic-bottleneck-data.zip [283.5M]
 ┃ ┣━━resnet-cifar10-bottleneck-data.zip [344.8M]
 ┃ ┣━━resnet-traffic-bottleneck-data.zip [269.1M]
 ┃ ┣━━Transfer Learning Subtitles.zip [28.3K]
 ┃ ┣━━Transfer Learning Videos.zip [54.7M]
 ┃ ┣━━vgg-cifar10-bottleneck-data.zip [75.7M]
 ┃ ┗━━vgg-traffic-bottleneck-data.zip [55.6M]
 ┣━━vehicle detection [79.8M]
 ┃ ┣━━Vehicle Detection and Tracking Videos [79.7M]
 ┃ ┃ ┣━━1 – Intro to Vehicle Tracking_(new).avi [5M]
 ┃ ┃ ┣━━2 – Intro to Arpan and Drew_(new).avi [13.8M]
 ┃ ┃ ┣━━3 – Object Detection Overview.mp4 [2.3M]
 ┃ ┃ ┣━━4 – Features.mp4 [576.7K]
 ┃ ┃ ┣━━5 – Color Features.mp4 [686.9K]
 ┃ ┃ ┣━━6 – Color Histogram Features.mp4 [1.3M]
 ┃ ┃ ┣━━7 – Color Spaces_(new).avi [15.2M]
 ┃ ┃ ┣━━8 – Gradient Features.mp4 [878.6K]
 ┃ ┃ ┣━━9 – HOG Features.mp4 [2.3M]
 ┃ ┃ ┣━━10 – Combining Features.mp4 [1021.8K]
 ┃ ┃ ┣━━11 – Build a Classifier.mp4 [1.2M]
 ┃ ┃ ┣━━12 – Labeled Data.mp4 [1.6M]
 ┃ ┃ ┣━━13 – Train a Classifier.mp4 [1.3M]
 ┃ ┃ ┣━━14 – Sliding Windows.mp4 [2.2M]
 ┃ ┃ ┣━━15 – Multi-scale Windows_(new).avi [9.8M]
 ┃ ┃ ┣━━16 – Tracking Issues.mp4 [1.7M]
 ┃ ┃ ┣━━17 – False Positives.mp4 [1.5M]
 ┃ ┃ ┣━━18 – Tracking in Video.mp4 [1M]
 ┃ ┃ ┣━━19 – Tracking Intuitions.mp4 [638K]
 ┃ ┃ ┣━━20 – Tracking Pipeline.mp4 [1M]
 ┃ ┃ ┣━━21 – Summary of Vehicle Detection and Tracking.mp4 [4.4M]
 ┃ ┃ ┗━━22 – Traditional vs. Deep Learning Approach_(new).avi [10.3M]
 ┃ ┗━━Vehicle Detection and Tracking Subtitles.zip [47.2K]
 ┗━━welcome [852.8M]
 ┣━━1 – Welcome.mp4 [7.6M]
 ┣━━2 – Meet Your Instructors.mp4 [3.5M]
 ┣━━3 – Overview.mp4 [5.5M]
 ┣━━4 – Career Support.mp4 [4.9M]
 ┣━━5 – The Great Robot Race.mp4 [404.9M]
 ┣━━Welcome Subtitles.zip [86.4K]
 ┗━━Welcome Videos.zip [426.4M]
 
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