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[ FreeCourseWeb.com ] Deep Learning CNN - Convolutional Neural Networks with Python
magnet:?xt=urn:btih:f16e4632ba9430b124520dea9d5da7715a2a7b63&dn=[ FreeCourseWeb.com ] Deep Learning CNN - Convolutional Neural Networks with Python
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f16e4632ba9430b124520dea9d5da7715a2a7b63
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149
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3.54 GB
文件大小
2025-10-27 02:26
创建日期
2025-10-27 15:24
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FreeCourseWeb
com
Deep
Learning
CNN
-
Convolutional
Neural
Networks
with
Python
~Get Your Files Here !/Chapter 9 Transfer Learning/005. Project in TensorFlow.mp4 149.67 MB
~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 Your Files Here !/Chapter 9 Transfer Learning/006. Transfer Learning Activity.mp4 4.96 MB
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