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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]