[ FreeCourseWeb.com ] Deep Learning CNN - Convolutional Neural Networks with Python

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文件数目： 151个文件
文件大小： 3.54 GB
收录时间： 2024-8-4 19:58
访问次数： 120
相关内容： FreeCourseWeb com Deep Learning CNN - Convolutional Neural Networks with Python
文件列表
  • ~Get Your Files Here !/Chapter 9 Transfer Learning/005. Project in TensorFlow.mp4
    149.67 MB
  • ~Get Your Files Here !/Bonus Resources.txt
    386 B
  • ~Get Your Files Here !/Chapter 1 Introduction to the Course/001. Course Overview.mp4
    48.8 MB
  • ~Get Your Files Here !/Chapter 1 Introduction to the Course/002. Introduction to Instructor.mp4
    13.68 MB
  • ~Get Your Files Here !/Chapter 1 Introduction to the Course/003. Why CNN.mp4
    82.84 MB
  • ~Get Your Files Here !/Chapter 1 Introduction to the Course/004. Focus of the Course.mp4
    13.93 MB
  • ~Get Your Files Here !/Chapter 10 YOLO/001. Image Classification Revisited.mp4
    20.46 MB
  • ~Get Your Files Here !/Chapter 10 YOLO/002. Sliding Window Object Localization.mp4
    29.04 MB
  • ~Get Your Files Here !/Chapter 10 YOLO/003. Sliding Window Efficient Implementation.mp4
    27.16 MB
  • ~Get Your Files Here !/Chapter 10 YOLO/004. YOLO Introduction.mp4
    34.72 MB
  • ~Get Your Files Here !/Chapter 10 YOLO/005. YOLO Training Data Generation.mp4
    26.96 MB
  • ~Get Your Files Here !/Chapter 10 YOLO/006. YOLO Anchor Boxes.mp4
    41.04 MB
  • ~Get Your Files Here !/Chapter 10 YOLO/007. YOLO Algorithm.mp4
    29.52 MB
  • ~Get Your Files Here !/Chapter 10 YOLO/008. YOLO Non-Maxima Suppression.mp4
    32.63 MB
  • ~Get Your Files Here !/Chapter 10 YOLO/009. RCNN.mp4
    11.53 MB
  • ~Get Your Files Here !/Chapter 10 YOLO/010. YOLO Activity.mp4
    5.26 MB
  • ~Get Your Files Here !/Chapter 11 Face Verification/001. Problem Setup.mp4
    26.58 MB
  • ~Get Your Files Here !/Chapter 11 Face Verification/002. Project Implementation.mp4
    71.52 MB
  • ~Get Your Files Here !/Chapter 11 Face Verification/003. Face Verification Activity.mp4
    4.58 MB
  • ~Get Your Files Here !/Chapter 12 Neural Style Transfer/001. Problem Setup.mp4
    110.22 MB
  • ~Get Your Files Here !/Chapter 12 Neural Style Transfer/002. Implementation TensorFlow Hub.mp4
    28.63 MB
  • ~Get Your Files Here !/Chapter 12 Neural Style Transfer/003. Thank You and Conclusion.mp4
    12.31 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/001. Gray-Scale Images.mp4
    37.23 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/002. Gray-Scale Images Quiz.mp4
    3.99 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/003. Gray-Scale Images Solution.mp4
    4.91 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/004. RGB Images.mp4
    29.43 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/005. RGB Images Quiz.mp4
    4.6 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/006. RGB Images Solution.mp4
    5.02 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/007. Reading and Showing Images in Python.mp4
    36.93 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/008. Reading and Showing Images in Python Quiz.mp4
    4.07 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/009. Reading and Showing Images in Python Solution.mp4
    607.62 KB
  • ~Get Your Files Here !/Chapter 2 Image Processing/010. Converting an Image to Grayscale in Python.mp4
    29.93 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/011. Converting an Image to Grayscale in Python Quiz.mp4
    4.43 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/012. Converting an Image to Grayscale in Python Solution.mp4
    5.41 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/013. Image Formation.mp4
    14.47 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/014. Image Formation Quiz.mp4
    4.33 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/015. Image Formation Solution.mp4
    4.48 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/016. Image Blurring 1.mp4
    36.91 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/017. Image Blurring 1 Quiz.mp4
    1.78 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/018. Image Blurring 1 Solution.mp4
    3.23 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/019. Image Blurring 2.mp4
    39.06 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/020. Image Blurring 2 Quiz.mp4
    4.42 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/021. Image Blurring 2 Solution.mp4
    5.32 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/022. General Image Filtering.mp4
    16.63 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/023. Convolution.mp4
    22.76 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/024. Edge Detection.mp4
    29.17 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/025. Image Sharpening.mp4
    19.62 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/026. Implementation of Image Blurring Edge Detection Image Sharpening in Python.mp4
    64.42 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/027. Parametric Shape Detection.mp4
    34.16 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/028. Image Processing.mp4
    15.08 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/029. Image Processing Activity.mp4
    9.67 MB
  • ~Get Your Files Here !/Chapter 2 Image Processing/030. Image Processing Activity Solution.mp4
    40.35 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/001. Introduction to Object Detection.mp4
    35.74 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/002. Classification Pipeline.mp4
    43.89 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/003. Classification Pipeline Quiz.mp4
    4.22 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/004. Classification Pipeline Solution.mp4
    970.89 KB
  • ~Get Your Files Here !/Chapter 3 Object Detection/005. Sliding Window Implementation.mp4
    24.97 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/006. Shift Scale Rotation Invariance.mp4
    46.04 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/007. Shift Scale Rotation Invariance Exercise.mp4
    58.64 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/008. Person Detection.mp4
    42.15 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/009. HOG Features.mp4
    38.04 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/010. HOG Features Exercise.mp4
    28.57 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/011. Hand Engineering Versus CNNs.mp4
    30.05 MB
  • ~Get Your Files Here !/Chapter 3 Object Detection/012. Object Detection Activity.mp4
    112.34 KB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/001. Neuron and Perceptron.mp4
    43.63 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/002. DNN Architecture.mp4
    22.61 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/003. DNN Architecture Quiz.mp4
    5.79 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/004. DNN Architecture Solution.mp4
    7.13 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/005. FeedForward FullyConnected MLP.mp4
    16.69 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/006. Calculating Number of Weights of DNN.mp4
    13.96 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/007. Calculating Number of Weights of DNN Quiz.mp4
    347.59 KB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/008. Calculating Number of Weights of DNN Solution.mp4
    7.08 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/009. Number of Neurons Versus Number of Layers.mp4
    25.11 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/010. Discriminative Versus Generative Learning.mp4
    22.14 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/011. Universal Approximation Theorem.mp4
    26.77 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/012. Why Depth.mp4
    12.78 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/013. Decision Boundary in DNN.mp4
    22.09 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/014. Decision Boundary in DNN Quiz.mp4
    5.55 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/015. Decision Boundary in DNN Solution.mp4
    1.51 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/016. BiasTerm.mp4
    17.85 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/017. BiasTerm Quiz.mp4
    3.27 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/018. BiasTerm Solution.mp4
    4.02 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/019. Activation Function.mp4
    30.36 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/020. Activation Function Quiz.mp4
    1.37 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/021. Activation Function Solution.mp4
    6.27 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/022. DNN Training Parameters.mp4
    33.44 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/023. DNN Training Parameters Quiz.mp4
    4.5 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/025. Gradient Descent.mp4
    21.52 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/026. Backpropagation.mp4
    40.28 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/027. Training DNN Animation.mp4
    16.97 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/028. Weight Initialization.mp4
    41.79 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/029. Weight Initialization Quiz.mp4
    4.03 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/030. Weight Initialization Solution.mp4
    5.6 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/031. Batch MiniBatch Stochastic Gradient Descent.mp4
    28.83 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/032. Batch Normalization.mp4
    22.01 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/033. Rprop and Momentum.mp4
    57.97 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/034. Rprop and Momentum Quiz.mp4
    5.91 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/035. Rprop and Momentum Solution.mp4
    4.65 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/036. Convergence Animation.mp4
    32.24 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/037. DropOut, Early Stopping and Hyperparameters.mp4
    51.08 MB
  • ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/038. DropOut, Early Stopping and Hyperparameters Quiz.mp4
    4.56 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/001. Convolution Revisited.mp4
    27.06 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/002. Implementing Convolution in Python Revisited.mp4
    22.62 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/003. Why Convolution.mp4
    18.75 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/004. Filters Padding Strides.mp4
    25.03 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/005. Padding Image.mp4
    30.9 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/006. Pooling Tensors.mp4
    22.42 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/007. CNN Example.mp4
    23 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/008. Convolution and Pooling Details.mp4
    26.97 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/009. MaxPooling Exercise.mp4
    8.82 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/010. NonVectorized Implementations of Conv2d and Pool2d.mp4
    63.89 MB
  • ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/011. Deep Neural Network Architecture Activity.mp4
    7.94 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/001. Example Setup.mp4
    23.67 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/002. Why Derivatives.mp4
    38.08 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/003. Why Derivatives Quiz.mp4
    1.65 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/004. Why Derivatives Solution.mp4
    8.55 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/005. What Is Chain Rule.mp4
    29.53 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/006. Applying Chain Rule.mp4
    23.01 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/007. Gradients of MaxPooling Layer.mp4
    23.21 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/008. Gradients of MaxPooling Layer Quiz.mp4
    2.59 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/009. Gradients of MaxPooling Layer Solution.mp4
    3.76 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/010. Gradients of Convolutional Layer.mp4
    37.61 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/011. Extending to Multiple Filters.mp4
    16.04 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/012. Extending to Multiple Layers.mp4
    25.29 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/014. Extending to Multiple Layers Solution.mp4
    24.56 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/015. Implementation in NumPy ForwardPass.mp4
    29.43 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/016. Implementation in NumPy BackwardPass 1.mp4
    24.73 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/017. Implementation in NumPy BackwardPass 2.mp4
    15.48 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/018. Implementation in NumPy BackwardPass 3.mp4
    32.59 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/019. Implementation in NumPy BackwardPass 4.mp4
    49.57 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/020. Implementation in NumPy BackwardPass 5.mp4
    80.87 MB
  • ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/021. Gradient Descent in CNNs Activity.mp4
    378.09 KB
  • ~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/001. Introduction to TensorFlow.mp4
    17.1 MB
  • ~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/002. FashionMNIST Example Plan Neural Network.mp4
    89.38 MB
  • ~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/003. FashionMNIST Example CNN.mp4
    88.26 MB
  • ~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/004. Introduction to TensorFlow Activity.mp4
    4.45 MB
  • ~Get Your Files Here !/Chapter 8 Classical CNNs/001. LeNet.mp4
    14.51 MB
  • ~Get Your Files Here !/Chapter 8 Classical CNNs/002. LeNet Quiz.mp4
    3.76 MB
  • ~Get Your Files Here !/Chapter 8 Classical CNNs/003. LeNet Solution.mp4
    8.68 MB
  • ~Get Your Files Here !/Chapter 8 Classical CNNs/004. AlexNet.mp4
    30.11 MB
  • ~Get Your Files Here !/Chapter 8 Classical CNNs/005. VGG.mp4
    18.53 MB
  • ~Get Your Files Here !/Chapter 8 Classical CNNs/006. InceptionNet.mp4
    30.02 MB
  • ~Get Your Files Here !/Chapter 8 Classical CNNs/007. GoogLeNet.mp4
    18.38 MB
  • ~Get Your Files Here !/Chapter 8 Classical CNNs/008. Resnet.mp4
    31.12 MB
  • ~Get Your Files Here !/Chapter 8 Classical CNNs/009. Classical CNNs Activity.mp4
    4.85 MB
  • ~Get Your Files Here !/Chapter 9 Transfer Learning/001. What Is Transfer learning.mp4
    14.93 MB
  • ~Get Your Files Here !/Chapter 9 Transfer Learning/002. Why Transfer Learning.mp4
    39.11 MB
  • ~Get Your Files Here !/Chapter 9 Transfer Learning/003. ImageNet Challenge.mp4
    42.58 MB
  • ~Get Your Files Here !/Chapter 9 Transfer Learning/004. Practical Tips.mp4
    22.63 MB
  • Get Bonus Downloads Here.url
    183 B
  • ~Get Your Files Here !/Chapter 9 Transfer Learning/006. Transfer Learning Activity.mp4
    4.96 MB
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