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

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FreeCourseWeb  com  Deep  Learning  CNN  Convolutional  Neural  Networks  with  Python  
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파일 리스트
  1. Get Bonus Downloads Here.url 183B
  2. ~Get Your Files Here !/Bonus Resources.txt 386B
  3. ~Get Your Files Here !/Chapter 1 Introduction to the Course/001. Course Overview.mp4 48.80MB
  4. ~Get Your Files Here !/Chapter 1 Introduction to the Course/002. Introduction to Instructor.mp4 13.68MB
  5. ~Get Your Files Here !/Chapter 1 Introduction to the Course/003. Why CNN.mp4 82.84MB
  6. ~Get Your Files Here !/Chapter 1 Introduction to the Course/004. Focus of the Course.mp4 21.93MB
  7. ~Get Your Files Here !/Chapter 10 YOLO/001. Image Classification Revisited.mp4 20.46MB
  8. ~Get Your Files Here !/Chapter 10 YOLO/002. Sliding Window Object Localization.mp4 34.16MB
  9. ~Get Your Files Here !/Chapter 10 YOLO/003. Sliding Window Efficient Implementation.mp4 27.16MB
  10. ~Get Your Files Here !/Chapter 10 YOLO/004. YOLO Introduction.mp4 34.72MB
  11. ~Get Your Files Here !/Chapter 10 YOLO/005. YOLO Training Data Generation.mp4 26.96MB
  12. ~Get Your Files Here !/Chapter 10 YOLO/006. YOLO Anchor Boxes.mp4 43.60MB
  13. ~Get Your Files Here !/Chapter 10 YOLO/007. YOLO Algorithm.mp4 29.52MB
  14. ~Get Your Files Here !/Chapter 10 YOLO/008. YOLO Non-Maxima Suppression.mp4 32.63MB
  15. ~Get Your Files Here !/Chapter 10 YOLO/009. RCNN.mp4 12.44MB
  16. ~Get Your Files Here !/Chapter 10 YOLO/010. YOLO Activity.mp4 5.26MB
  17. ~Get Your Files Here !/Chapter 11 Face Verification/001. Problem Setup.mp4 29.98MB
  18. ~Get Your Files Here !/Chapter 11 Face Verification/002. Project Implementation.mp4 71.52MB
  19. ~Get Your Files Here !/Chapter 11 Face Verification/003. Face Verification Activity.mp4 4.61MB
  20. ~Get Your Files Here !/Chapter 12 Neural Style Transfer/001. Problem Setup.mp4 112.85MB
  21. ~Get Your Files Here !/Chapter 12 Neural Style Transfer/002. Implementation TensorFlow Hub.mp4 42.59MB
  22. ~Get Your Files Here !/Chapter 12 Neural Style Transfer/003. Thank You and Conclusion.mp4 12.31MB
  23. ~Get Your Files Here !/Chapter 2 Image Processing/001. Gray-Scale Images.mp4 37.23MB
  24. ~Get Your Files Here !/Chapter 2 Image Processing/002. Gray-Scale Images Quiz.mp4 4.16MB
  25. ~Get Your Files Here !/Chapter 2 Image Processing/003. Gray-Scale Images Solution.mp4 4.91MB
  26. ~Get Your Files Here !/Chapter 2 Image Processing/004. RGB Images.mp4 30.38MB
  27. ~Get Your Files Here !/Chapter 2 Image Processing/005. RGB Images Quiz.mp4 4.60MB
  28. ~Get Your Files Here !/Chapter 2 Image Processing/006. RGB Images Solution.mp4 5.02MB
  29. ~Get Your Files Here !/Chapter 2 Image Processing/007. Reading and Showing Images in Python.mp4 37.77MB
  30. ~Get Your Files Here !/Chapter 2 Image Processing/008. Reading and Showing Images in Python Quiz.mp4 4.07MB
  31. ~Get Your Files Here !/Chapter 2 Image Processing/009. Reading and Showing Images in Python Solution.mp4 4.36MB
  32. ~Get Your Files Here !/Chapter 2 Image Processing/010. Converting an Image to Grayscale in Python.mp4 29.93MB
  33. ~Get Your Files Here !/Chapter 2 Image Processing/011. Converting an Image to Grayscale in Python Quiz.mp4 4.43MB
  34. ~Get Your Files Here !/Chapter 2 Image Processing/012. Converting an Image to Grayscale in Python Solution.mp4 5.41MB
  35. ~Get Your Files Here !/Chapter 2 Image Processing/013. Image Formation.mp4 19.38MB
  36. ~Get Your Files Here !/Chapter 2 Image Processing/014. Image Formation Quiz.mp4 4.45MB
  37. ~Get Your Files Here !/Chapter 2 Image Processing/015. Image Formation Solution.mp4 4.48MB
  38. ~Get Your Files Here !/Chapter 2 Image Processing/016. Image Blurring 1.mp4 45.63MB
  39. ~Get Your Files Here !/Chapter 2 Image Processing/017. Image Blurring 1 Quiz.mp4 5.05MB
  40. ~Get Your Files Here !/Chapter 2 Image Processing/018. Image Blurring 1 Solution.mp4 4.54MB
  41. ~Get Your Files Here !/Chapter 2 Image Processing/019. Image Blurring 2.mp4 39.06MB
  42. ~Get Your Files Here !/Chapter 2 Image Processing/020. Image Blurring 2 Quiz.mp4 4.42MB
  43. ~Get Your Files Here !/Chapter 2 Image Processing/021. Image Blurring 2 Solution.mp4 5.32MB
  44. ~Get Your Files Here !/Chapter 2 Image Processing/022. General Image Filtering.mp4 19.17MB
  45. ~Get Your Files Here !/Chapter 2 Image Processing/023. Convolution.mp4 22.76MB
  46. ~Get Your Files Here !/Chapter 2 Image Processing/024. Edge Detection.mp4 29.17MB
  47. ~Get Your Files Here !/Chapter 2 Image Processing/025. Image Sharpening.mp4 19.62MB
  48. ~Get Your Files Here !/Chapter 2 Image Processing/026. Implementation of Image Blurring Edge Detection Image Sharpening in Python.mp4 65.01MB
  49. ~Get Your Files Here !/Chapter 2 Image Processing/027. Parametric Shape Detection.mp4 34.16MB
  50. ~Get Your Files Here !/Chapter 2 Image Processing/028. Image Processing.mp4 15.08MB
  51. ~Get Your Files Here !/Chapter 2 Image Processing/029. Image Processing Activity.mp4 10.83MB
  52. ~Get Your Files Here !/Chapter 2 Image Processing/030. Image Processing Activity Solution.mp4 44.55MB
  53. ~Get Your Files Here !/Chapter 3 Object Detection/001. Introduction to Object Detection.mp4 35.74MB
  54. ~Get Your Files Here !/Chapter 3 Object Detection/002. Classification Pipeline.mp4 43.89MB
  55. ~Get Your Files Here !/Chapter 3 Object Detection/003. Classification Pipeline Quiz.mp4 4.22MB
  56. ~Get Your Files Here !/Chapter 3 Object Detection/004. Classification Pipeline Solution.mp4 5.19MB
  57. ~Get Your Files Here !/Chapter 3 Object Detection/005. Sliding Window Implementation.mp4 24.97MB
  58. ~Get Your Files Here !/Chapter 3 Object Detection/006. Shift Scale Rotation Invariance.mp4 47.00MB
  59. ~Get Your Files Here !/Chapter 3 Object Detection/007. Shift Scale Rotation Invariance Exercise.mp4 58.64MB
  60. ~Get Your Files Here !/Chapter 3 Object Detection/008. Person Detection.mp4 43.12MB
  61. ~Get Your Files Here !/Chapter 3 Object Detection/009. HOG Features.mp4 38.04MB
  62. ~Get Your Files Here !/Chapter 3 Object Detection/010. HOG Features Exercise.mp4 28.57MB
  63. ~Get Your Files Here !/Chapter 3 Object Detection/011. Hand Engineering Versus CNNs.mp4 30.05MB
  64. ~Get Your Files Here !/Chapter 3 Object Detection/012. Object Detection Activity.mp4 18.48MB
  65. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/001. Neuron and Perceptron.mp4 44.52MB
  66. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/002. DNN Architecture.mp4 27.28MB
  67. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/003. DNN Architecture Quiz.mp4 5.79MB
  68. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/004. DNN Architecture Solution.mp4 7.13MB
  69. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/005. FeedForward FullyConnected MLP.mp4 16.69MB
  70. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/006. Calculating Number of Weights of DNN.mp4 22.37MB
  71. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/007. Calculating Number of Weights of DNN Quiz.mp4 4.52MB
  72. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/008. Calculating Number of Weights of DNN Solution.mp4 7.08MB
  73. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/009. Number of Neurons Versus Number of Layers.mp4 25.11MB
  74. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/010. Discriminative Versus Generative Learning.mp4 22.61MB
  75. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/011. Universal Approximation Theorem.mp4 31.36MB
  76. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/012. Why Depth.mp4 12.78MB
  77. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/013. Decision Boundary in DNN.mp4 22.09MB
  78. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/014. Decision Boundary in DNN Quiz.mp4 6.03MB
  79. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/015. Decision Boundary in DNN Solution.mp4 12.91MB
  80. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/016. BiasTerm.mp4 28.83MB
  81. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/017. BiasTerm Quiz.mp4 4.50MB
  82. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/018. BiasTerm Solution.mp4 5.54MB
  83. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/019. Activation Function.mp4 30.36MB
  84. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/020. Activation Function Quiz.mp4 4.66MB
  85. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/021. Activation Function Solution.mp4 6.27MB
  86. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/022. DNN Training Parameters.mp4 37.19MB
  87. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/023. DNN Training Parameters Quiz.mp4 4.62MB
  88. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/024. DNN Training Parameters Solution.mp4 4.87MB
  89. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/025. Gradient Descent.mp4 29.02MB
  90. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/026. Backpropagation.mp4 40.28MB
  91. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/027. Training DNN Animation.mp4 22.43MB
  92. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/028. Weight Initialization.mp4 45.00MB
  93. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/029. Weight Initialization Quiz.mp4 4.60MB
  94. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/030. Weight Initialization Solution.mp4 5.60MB
  95. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/031. Batch MiniBatch Stochastic Gradient Descent.mp4 34.18MB
  96. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/032. Batch Normalization.mp4 22.01MB
  97. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/033. Rprop and Momentum.mp4 57.97MB
  98. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/034. Rprop and Momentum Quiz.mp4 6.01MB
  99. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/035. Rprop and Momentum Solution.mp4 6.52MB
  100. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/036. Convergence Animation.mp4 32.24MB
  101. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/037. DropOut, Early Stopping and Hyperparameters.mp4 51.08MB
  102. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/038. DropOut, Early Stopping and Hyperparameters Quiz.mp4 5.76MB
  103. ~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/039. DropOut, Early Stopping and Hyperparameters Solution.mp4 8.50MB
  104. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/001. Convolution Revisited.mp4 27.19MB
  105. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/002. Implementing Convolution in Python Revisited.mp4 25.62MB
  106. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/003. Why Convolution.mp4 21.96MB
  107. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/004. Filters Padding Strides.mp4 27.92MB
  108. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/005. Padding Image.mp4 30.90MB
  109. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/006. Pooling Tensors.mp4 22.42MB
  110. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/007. CNN Example.mp4 23.00MB
  111. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/008. Convolution and Pooling Details.mp4 26.97MB
  112. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/009. MaxPooling Exercise.mp4 11.68MB
  113. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/010. NonVectorized Implementations of Conv2d and Pool2d.mp4 69.20MB
  114. ~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/011. Deep Neural Network Architecture Activity.mp4 7.94MB
  115. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/001. Example Setup.mp4 23.67MB
  116. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/002. Why Derivatives.mp4 38.93MB
  117. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/003. Why Derivatives Quiz.mp4 5.35MB
  118. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/004. Why Derivatives Solution.mp4 11.01MB
  119. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/005. What Is Chain Rule.mp4 29.53MB
  120. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/006. Applying Chain Rule.mp4 38.54MB
  121. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/007. Gradients of MaxPooling Layer.mp4 33.87MB
  122. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/008. Gradients of MaxPooling Layer Quiz.mp4 5.83MB
  123. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/009. Gradients of MaxPooling Layer Solution.mp4 8.15MB
  124. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/010. Gradients of Convolutional Layer.mp4 38.03MB
  125. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/011. Extending to Multiple Filters.mp4 16.04MB
  126. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/012. Extending to Multiple Layers.mp4 27.43MB
  127. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/013. Extending to Multiple Layers Quiz.mp4 7.80MB
  128. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/014. Extending to Multiple Layers Solution.mp4 26.13MB
  129. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/015. Implementation in NumPy ForwardPass.mp4 30.70MB
  130. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/016. Implementation in NumPy BackwardPass 1.mp4 24.99MB
  131. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/017. Implementation in NumPy BackwardPass 2.mp4 17.09MB
  132. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/018. Implementation in NumPy BackwardPass 3.mp4 32.59MB
  133. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/019. Implementation in NumPy BackwardPass 4.mp4 49.57MB
  134. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/020. Implementation in NumPy BackwardPass 5.mp4 80.87MB
  135. ~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/021. Gradient Descent in CNNs Activity.mp4 7.77MB
  136. ~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/001. Introduction to TensorFlow.mp4 29.46MB
  137. ~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/002. FashionMNIST Example Plan Neural Network.mp4 89.38MB
  138. ~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/003. FashionMNIST Example CNN.mp4 95.32MB
  139. ~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/004. Introduction to TensorFlow Activity.mp4 4.94MB
  140. ~Get Your Files Here !/Chapter 8 Classical CNNs/001. LeNet.mp4 21.75MB
  141. ~Get Your Files Here !/Chapter 8 Classical CNNs/002. LeNet Quiz.mp4 6.22MB
  142. ~Get Your Files Here !/Chapter 8 Classical CNNs/003. LeNet Solution.mp4 8.68MB
  143. ~Get Your Files Here !/Chapter 8 Classical CNNs/004. AlexNet.mp4 32.33MB
  144. ~Get Your Files Here !/Chapter 8 Classical CNNs/005. VGG.mp4 19.01MB
  145. ~Get Your Files Here !/Chapter 8 Classical CNNs/006. InceptionNet.mp4 30.02MB
  146. ~Get Your Files Here !/Chapter 8 Classical CNNs/007. GoogLeNet.mp4 18.38MB
  147. ~Get Your Files Here !/Chapter 8 Classical CNNs/008. Resnet.mp4 31.34MB
  148. ~Get Your Files Here !/Chapter 8 Classical CNNs/009. Classical CNNs Activity.mp4 4.85MB
  149. ~Get Your Files Here !/Chapter 9 Transfer Learning/001. What Is Transfer learning.mp4 26.36MB
  150. ~Get Your Files Here !/Chapter 9 Transfer Learning/002. Why Transfer Learning.mp4 39.11MB
  151. ~Get Your Files Here !/Chapter 9 Transfer Learning/003. ImageNet Challenge.mp4 42.58MB
  152. ~Get Your Files Here !/Chapter 9 Transfer Learning/004. Practical Tips.mp4 22.70MB
  153. ~Get Your Files Here !/Chapter 9 Transfer Learning/005. Project in TensorFlow.mp4 149.67MB
  154. ~Get Your Files Here !/Chapter 9 Transfer Learning/006. Transfer Learning Activity.mp4 4.96MB