[FreeCourseSite.com] Udemy - Deep Learning Computer Vision™ CNN, OpenCV, YOLO, SSD & GANs

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Files
  1. 0. Websites you may like/[CourseClub.ME].url 122B
  2. 0. Websites you may like/[FCS Forum].url 133B
  3. 0. Websites you may like/[FreeCourseSite.com].url 127B
  4. 1. Introduction/1. Course Introduction.mp4 90.20MB
  5. 1. Introduction/1. Course Introduction.srt 15.74KB
  6. 10. Data Augmentation Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.mp4 3.93MB
  7. 10. Data Augmentation Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.srt 1.48KB
  8. 10. Data Augmentation Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.mp4 103.82MB
  9. 10. Data Augmentation Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.srt 14.28KB
  10. 10. Data Augmentation Build a Cats vs Dogs Classifier/2.1 datasets.zip.zip 65.68MB
  11. 10. Data Augmentation Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.mp4 44.78MB
  12. 10. Data Augmentation Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.srt 6.17KB
  13. 10. Data Augmentation Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.mp4 43.50MB
  14. 10. Data Augmentation Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.srt 7.37KB
  15. 10. Data Augmentation Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.mp4 52.50MB
  16. 10. Data Augmentation Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.srt 8.27KB
  17. 11. Confusion Matrix, Classification Report & Viewing Misclassifications/1. Introduction to the Confusion Matrix & Viewing Misclassifications.mp4 2.53MB
  18. 11. Confusion Matrix, Classification Report & Viewing Misclassifications/1. Introduction to the Confusion Matrix & Viewing Misclassifications.srt 917B
  19. 11. Confusion Matrix, Classification Report & Viewing Misclassifications/2. Understanding the Confusion Matrix.mp4 93.02MB
  20. 11. Confusion Matrix, Classification Report & Viewing Misclassifications/2. Understanding the Confusion Matrix.srt 16.54KB
  21. 11. Confusion Matrix, Classification Report & Viewing Misclassifications/3. Finding and Viewing Misclassified Data.mp4 44.36MB
  22. 11. Confusion Matrix, Classification Report & Viewing Misclassifications/3. Finding and Viewing Misclassified Data.srt 8.48KB
  23. 12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.mp4 3.43MB
  24. 12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.srt 1.01KB
  25. 12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/2. Types Optimizers and Adaptive Learning Rate Methods.mp4 67.23MB
  26. 12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/2. Types Optimizers and Adaptive Learning Rate Methods.srt 10.96KB
  27. 12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/3. Keras Callbacks and Checkpoint, Early Stopping and Adjust Learning Rates that Pl.mp4 51.14MB
  28. 12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/3. Keras Callbacks and Checkpoint, Early Stopping and Adjust Learning Rates that Pl.srt 9.44KB
  29. 12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4. Build a Fruit Classifier.mp4 92.94MB
  30. 12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4. Build a Fruit Classifier.srt 11.61KB
  31. 12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4.1 fruits-360.tar.gz.gz 376.04MB
  32. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.mp4 2.76MB
  33. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.srt 860B
  34. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/2. Build LeNet and test on MNIST.mp4 32.12MB
  35. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/2. Build LeNet and test on MNIST.srt 4.38KB
  36. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/3. Build AlexNet and test on CIFAR10.mp4 42.16MB
  37. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/3. Build AlexNet and test on CIFAR10.srt 6.28KB
  38. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/4. Batch Normalization.mp4 23.16MB
  39. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/4. Batch Normalization.srt 4.23KB
  40. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/5. Build a Clothing & Apparel Classifier (Fashion MNIST).mp4 56.33MB
  41. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/5. Build a Clothing & Apparel Classifier (Fashion MNIST).srt 8.42KB
  42. 13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/5.1 fashion_mnist.tar.gz.gz 29.44MB
  43. 14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/1. Chapter Introduction.mp4 2.90MB
  44. 14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/1. Chapter Introduction.srt 856B
  45. 14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/2. ImageNet - Experimenting with pre-trained Models in Keras (VGG16, ResNet50, Mobi.mp4 82.05MB
  46. 14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/2. ImageNet - Experimenting with pre-trained Models in Keras (VGG16, ResNet50, Mobi.srt 12.07KB
  47. 14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/3. Understanding VGG16 and VGG19.mp4 14.44MB
  48. 14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/3. Understanding VGG16 and VGG19.srt 2.40KB
  49. 14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/4. Understanding ResNet50.mp4 9.76MB
  50. 14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/4. Understanding ResNet50.srt 2.08KB
  51. 14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/5. Understanding InceptionV3.mp4 14.35MB
  52. 14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/5. Understanding InceptionV3.srt 3.53KB
  53. 15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/1. Chapter Introduction.mp4 2.26MB
  54. 15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/1. Chapter Introduction.srt 813B
  55. 15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.mp4 44.91MB
  56. 15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.srt 9.25KB
  57. 15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3. Build a Monkey Breed Classifier with MobileNet using Transfer Learning.mp4 135.31MB
  58. 15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3. Build a Monkey Breed Classifier with MobileNet using Transfer Learning.srt 17.62KB
  59. 15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3.1 17_flowers.tar.gz.gz 57.54MB
  60. 15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4. Build a Flower Classifier with VGG16 using Transfer Learning.mp4 81.96MB
  61. 15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4. Build a Flower Classifier with VGG16 using Transfer Learning.srt 10.61KB
  62. 15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4.1 monkey_breed.zip.zip 546.67MB
  63. 16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/1. Chapter Introduction.mp4 1.85MB
  64. 16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/1. Chapter Introduction.srt 636B
  65. 16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/2. Introducing LittleVGG.mp4 11.46MB
  66. 16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/2. Introducing LittleVGG.srt 1.98KB
  67. 16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3. Simpsons Character Recognition using LittleVGG.mp4 99.60MB
  68. 16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3. Simpsons Character Recognition using LittleVGG.srt 12.63KB
  69. 16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3.1 simpsons.tar.gz.gz 549.53MB
  70. 17. Advanced Activation Functions and Initializations/1. Chapter Introduction.mp4 2.08MB
  71. 17. Advanced Activation Functions and Initializations/1. Chapter Introduction.srt 659B
  72. 17. Advanced Activation Functions and Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.mp4 32.33MB
  73. 17. Advanced Activation Functions and Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.srt 6.73KB
  74. 17. Advanced Activation Functions and Initializations/3. Advanced Initializations.mp4 14.96MB
  75. 17. Advanced Activation Functions and Initializations/3. Advanced Initializations.srt 3.63KB
  76. 18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/1. Chapter Introduction.mp4 4.57MB
  77. 18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/1. Chapter Introduction.srt 1.29KB
  78. 18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2. Build an Emotion, Facial Expression Detector.mp4 201.96MB
  79. 18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2. Build an Emotion, Facial Expression Detector.srt 26.11KB
  80. 18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2.1 fer2013.zip.zip 143.26MB
  81. 18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.mp4 260.78MB
  82. 18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.srt 31.39KB
  83. 18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3.1 age-gender-estimation.tar.gz.gz 552.20MB
  84. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/1. Chapter Overview on Image Segmentation & Medical Imaging in U-Net.mp4 2.93MB
  85. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/1. Chapter Overview on Image Segmentation & Medical Imaging in U-Net.srt 891B
  86. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/2. What is Segmentation And Applications in Medical Imaging.mp4 29.64MB
  87. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/2. What is Segmentation And Applications in Medical Imaging.srt 5.61KB
  88. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/3. U-Net Image Segmentation with CNNs.mp4 30.46MB
  89. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/3. U-Net Image Segmentation with CNNs.srt 5.04KB
  90. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/4. The Intersection over Union (IoU) Metric.mp4 42.96MB
  91. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/4. The Intersection over Union (IoU) Metric.srt 6.34KB
  92. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5. Finding the Nuclei in Divergent Images.mp4 171.06MB
  93. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5. Finding the Nuclei in Divergent Images.srt 20.91KB
  94. 19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5.1 U_NET.zip.zip 89.95MB
  95. 2. Introduction to Computer Vision & Deep Learning/1. Introduction to Computer Vision & Deep Learning.mp4 3.12MB
  96. 2. Introduction to Computer Vision & Deep Learning/1. Introduction to Computer Vision & Deep Learning.srt 863B
  97. 2. Introduction to Computer Vision & Deep Learning/2. What is Computer Vision and What Makes it Hard.mp4 60.12MB
  98. 2. Introduction to Computer Vision & Deep Learning/2. What is Computer Vision and What Makes it Hard.srt 8.60KB
  99. 2. Introduction to Computer Vision & Deep Learning/3. What are Images.mp4 58.79MB
  100. 2. Introduction to Computer Vision & Deep Learning/3. What are Images.srt 10.68KB
  101. 2. Introduction to Computer Vision & Deep Learning/4. Intro to OpenCV, OpenVINO™ & their Limitations.mp4 41.45MB
  102. 2. Introduction to Computer Vision & Deep Learning/4. Intro to OpenCV, OpenVINO™ & their Limitations.srt 9.24KB
  103. 20. Principles of Object Detection/1. Chapter Introduction.mp4 3.40MB
  104. 20. Principles of Object Detection/1. Chapter Introduction.srt 1.14KB
  105. 20. Principles of Object Detection/2. Object Detection Introduction - Sliding Windows with HOGs.mp4 51.65MB
  106. 20. Principles of Object Detection/2. Object Detection Introduction - Sliding Windows with HOGs.srt 7.73KB
  107. 20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.mp4 135.87MB
  108. 20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.srt 21.04KB
  109. 20. Principles of Object Detection/4. Single Shot Detectors (SSDs).mp4 12.45MB
  110. 20. Principles of Object Detection/4. Single Shot Detectors (SSDs).srt 2.75KB
  111. 20. Principles of Object Detection/5. YOLO to YOLOv3.mp4 33.08MB
  112. 20. Principles of Object Detection/5. YOLO to YOLOv3.srt 5.29KB
  113. 21. TensorFlow Object Detection API/1. Chapter Introduction.mp4 2.45MB
  114. 21. TensorFlow Object Detection API/1. Chapter Introduction.srt 765B
  115. 21. TensorFlow Object Detection API/2. TFOD API Install and Setup.mp4 47.56MB
  116. 21. TensorFlow Object Detection API/2. TFOD API Install and Setup.srt 6.64KB
  117. 21. TensorFlow Object Detection API/2.1 Download the code (for those not using the Virtual Machine).html 108B
  118. 21. TensorFlow Object Detection API/3. Experiment with a ResNet SSD on images, webcam and videos.mp4 83.55MB
  119. 21. TensorFlow Object Detection API/3. Experiment with a ResNet SSD on images, webcam and videos.srt 10.07KB
  120. 21. TensorFlow Object Detection API/4. How to Train a TFOD Model.mp4 74.21MB
  121. 21. TensorFlow Object Detection API/4. How to Train a TFOD Model.srt 11.90KB
  122. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/1. Chapter Introduction.mp4 2.53MB
  123. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/1. Chapter Introduction.srt 658B
  124. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.mp4 51.66MB
  125. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.srt 7.57KB
  126. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2.1 Guide to the MacOS Install.html 124B
  127. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2.2 Download the YOLO files (if not using the VM).html 108B
  128. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/3. Experiment with YOLO on still images, webcam and videos.mp4 104.48MB
  129. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/3. Experiment with YOLO on still images, webcam and videos.srt 12.14KB
  130. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4. Build your own YOLO Object Detector - Detecting London Underground Signs.mp4 159.11MB
  131. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4. Build your own YOLO Object Detector - Detecting London Underground Signs.srt 22.35KB
  132. 22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4.1 LondonUnderground_train.tar.gz.gz 5.09MB
  133. 23. DeepDream & Neural Style Transfers Make AI Generated Art/1. Chapter Introduction.mp4 1.50MB
  134. 23. DeepDream & Neural Style Transfers Make AI Generated Art/1. Chapter Introduction.srt 496B
  135. 23. DeepDream & Neural Style Transfers Make AI Generated Art/2. DeepDream – How AI Generated Art All Started.mp4 83.97MB
  136. 23. DeepDream & Neural Style Transfers Make AI Generated Art/2. DeepDream – How AI Generated Art All Started.srt 11.43KB
  137. 23. DeepDream & Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.mp4 124.75MB
  138. 23. DeepDream & Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.srt 17.29KB
  139. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/1. Generative Adverserial Neural Networks Chapter Overview.mp4 4.65MB
  140. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/1. Generative Adverserial Neural Networks Chapter Overview.srt 1.21KB
  141. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/2. Introduction To GANs.mp4 85.34MB
  142. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/2. Introduction To GANs.srt 16.58KB
  143. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/3. Mathematics of GANs.mp4 27.16MB
  144. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/3. Mathematics of GANs.srt 5.18KB
  145. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/4. Implementing GANs in Keras.mp4 96.35MB
  146. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/4. Implementing GANs in Keras.srt 15.64KB
  147. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5. Face Aging GAN.mp4 46.76MB
  148. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5. Face Aging GAN.srt 7.49KB
  149. 24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5.1 GenerativeNetworks.tar.gz.gz 116.98MB
  150. 25. Face Recognition with VGGFace/1. Basic Face Recognition using LittleVGG CNN.html 997B
  151. 25. Face Recognition with VGGFace/1.1 25. Face Recognition All Notebooks.tar.gz.gz 120.75MB
  152. 25. Face Recognition with VGGFace/2. Face Matching with VGGFace.html 1.07KB
  153. 25. Face Recognition with VGGFace/2.1 vgg_face_weights.h5.tar.gz.gz 520.70MB
  154. 25. Face Recognition with VGGFace/3. Face Recognition using WebCam & Identifying Friends TV Show Characters in Video.html 441B
  155. 26. The Computer Vision World/1. Chapter Introduction.mp4 3.20MB
  156. 26. The Computer Vision World/1. Chapter Introduction.srt 1.05KB
  157. 26. The Computer Vision World/2. Alternative Frameworks PyTorch, MXNet, Caffe, Theano & OpenVINO.mp4 22.98MB
  158. 26. The Computer Vision World/2. Alternative Frameworks PyTorch, MXNet, Caffe, Theano & OpenVINO.srt 4.61KB
  159. 26. The Computer Vision World/3. Popular APIs Google, Microsoft, ClarifAI Amazon Rekognition and others.mp4 8.58MB
  160. 26. The Computer Vision World/3. Popular APIs Google, Microsoft, ClarifAI Amazon Rekognition and others.srt 1.56KB
  161. 26. The Computer Vision World/4. Popular Computer Vision Conferences & Finding Datasets.mp4 19.59MB
  162. 26. The Computer Vision World/4. Popular Computer Vision Conferences & Finding Datasets.srt 3.49KB
  163. 26. The Computer Vision World/5. Building a Deep Learning Machine vs. Cloud GPUs.mp4 28.22MB
  164. 26. The Computer Vision World/5. Building a Deep Learning Machine vs. Cloud GPUs.srt 5.57KB
  165. 27. BONUS - Build a Credit Card Number Reader/1. Step 1 - Creating a Credit Card Number Dataset.html 12.30KB
  166. 27. BONUS - Build a Credit Card Number Reader/1.1 Credit-Card Number Identification.zip.zip 128.45KB
  167. 27. BONUS - Build a Credit Card Number Reader/2. Step 2 - Training Our Model.html 4.72KB
  168. 27. BONUS - Build a Credit Card Number Reader/3. Step 3 - Extracting A Credit Card from the Background.html 7.97KB
  169. 27. BONUS - Build a Credit Card Number Reader/4. Step 4 - Use our Model to Identify the Digits & Display it onto our Credit Card.html 4.10KB
  170. 28. BONUS - Use Cloud GPUs on PaperSpace/1. Why use Cloud GPUs and How to Setup a PaperSpace Gradient Notebook.html 15.03KB
  171. 28. BONUS - Use Cloud GPUs on PaperSpace/2. Train a AlexNet on PaperSpace.html 6.89KB
  172. 28. BONUS - Use Cloud GPUs on PaperSpace/2.1 AlexNet CIFAR10.zip.zip 29.60KB
  173. 29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/1. Install and Run Flask.html 5.04KB
  174. 29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/1.1 CVApiWebAPp.tar.gz.gz 7.70MB
  175. 29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/2. Running Your Computer Vision Web App on Flask Locally.html 6.69KB
  176. 29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/3. Running Your Computer Vision API.html 4.79KB
  177. 29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/4. Setting Up An AWS Account.html 1.74KB
  178. 29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/5. Setting Up Your AWS EC2 Instance & Installing Keras, TensorFlow, OpenCV & Flask.html 6.88KB
  179. 29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/6. Changing your EC2 Security Group.html 1.59KB
  180. 29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/7. Using FileZilla to transfer files to your EC2 Instance.html 4.73KB
  181. 29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/8. Running your CV Web App on EC2.html 2.45KB
  182. 29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/9. Running your CV API on EC2.html 3.13KB
  183. 3. Setup Your FREE Deep Learning Development Virtual Machine/1. Setting up your Deep Learning Virtual Machine (Download Code, VM & Slides here!).mp4 77.40MB
  184. 3. Setup Your FREE Deep Learning Development Virtual Machine/1. Setting up your Deep Learning Virtual Machine (Download Code, VM & Slides here!).srt 14.42KB
  185. 3. Setup Your FREE Deep Learning Development Virtual Machine/1.1 Download Your Deep Learning Virtual Machine HERE.html 143B
  186. 3. Setup Your FREE Deep Learning Development Virtual Machine/1.2 DeepLearningCV2.tar.gz.gz 643.18MB
  187. 3. Setup Your FREE Deep Learning Development Virtual Machine/1.3 Master Deep Learning Computer Vision Slides.pdf.pdf 56.53MB
  188. 3. Setup Your FREE Deep Learning Development Virtual Machine/1.4 MIRROR - Download Your Deep Learning Virtual Machine HERE.html 108B
  189. 3. Setup Your FREE Deep Learning Development Virtual Machine/1.5 Slides - Deep-Learning-Computer-Vision.pdf.pdf 56.53MB
  190. 3. Setup Your FREE Deep Learning Development Virtual Machine/2. Optional - Troubleshooting Guide for VM Setup & for resolving some MacOS Issues.html 6.72KB
  191. 3. Setup Your FREE Deep Learning Development Virtual Machine/3. Optional - Manual Setup of Ubuntu Virtual Machine.html 3.52KB
  192. 3. Setup Your FREE Deep Learning Development Virtual Machine/4. Optional - Setting up a shared drive with your Host OS.html 2.92KB
  193. 4. Handwriting Recognition, Simple Object Classification OpenCV Demo/1. Get Started! Handwriting Recognition, Simple Object Classification OpenCV Demo.mp4 7.48MB
  194. 4. Handwriting Recognition, Simple Object Classification OpenCV Demo/1. Get Started! Handwriting Recognition, Simple Object Classification OpenCV Demo.srt 900B
  195. 4. Handwriting Recognition, Simple Object Classification OpenCV Demo/2. Experiment with a Handwriting Classifier.mp4 67.30MB
  196. 4. Handwriting Recognition, Simple Object Classification OpenCV Demo/2. Experiment with a Handwriting Classifier.srt 8.22KB
  197. 4. Handwriting Recognition, Simple Object Classification OpenCV Demo/3. Experiment with a Image Classifier.mp4 27.30MB
  198. 4. Handwriting Recognition, Simple Object Classification OpenCV Demo/3. Experiment with a Image Classifier.srt 4.30KB
  199. 4. Handwriting Recognition, Simple Object Classification OpenCV Demo/4. OpenCV Demo – Live Sketch with Webcam.mp4 41.17MB
  200. 4. Handwriting Recognition, Simple Object Classification OpenCV Demo/4. OpenCV Demo – Live Sketch with Webcam.srt 5.49KB
  201. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1. Setup OpenCV.mp4 13.91MB
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  203. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1.1 MasterOpenCV.tar.gz.gz 47.10MB
  204. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/10. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.mp4 11.04MB
  205. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/10. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.srt 3.44KB
  206. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/11. Image Translations - Moving Images Up, Down. Left And Right.mp4 18.50MB
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  208. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/12. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4 23.10MB
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  210. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/13. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4 36.56MB
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  212. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/14. Image Pyramids - Another Way of Re-Sizing.mp4 14.22MB
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  214. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/15. Cropping - Cut Out The Image The Regions You Want or Don't Want.mp4 24.11MB
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  216. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/16. Arithmetic Operations - Brightening and Darkening Images.mp4 31.08MB
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  218. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/17. Bitwise Operations - How Image Masking Works.mp4 28.88MB
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  220. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/18. Blurring - The Many Ways We Can Blur Images & Why It's Important.mp4 70.23MB
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  222. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/19. Sharpening - Reverse Your Images Blurs.mp4 17.33MB
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  224. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/2. What are Images.mp4 15.99MB
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  226. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/20. Thresholding (Binarization) - Making Certain Images Areas Black or White.mp4 64.83MB
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  228. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/21. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.mp4 42.03MB
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  230. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/22. Edge Detection using Image Gradients & Canny Edge Detection.mp4 45.65MB
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  232. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/23. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.mp4 31.65MB
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  234. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/24. Mini Project 1 - Live Sketch App - Turn your Webcam Feed Into A Pencil Drawing.mp4 43.77MB
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  236. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/25. Segmentation and Contours - Extract Defined Shapes In Your Image.mp4 77.41MB
  237. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/25. Segmentation and Contours - Extract Defined Shapes In Your Image.srt 16.75KB
  238. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/26. Sorting Contours - Sort Those Shapes By Size.mp4 106.17MB
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  240. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/27. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.mp4 46.95MB
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  242. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/28. Matching Contour Shapes - Match Shapes In Images Even When Distorted.mp4 52.90MB
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  244. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/29. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).mp4 47.28MB
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  246. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/3. How are Images Formed.mp4 21.25MB
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  248. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/30. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.mp4 65.68MB
  249. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/30. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.srt 9.91KB
  250. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/31. Circle Detection.html 1.59KB
  251. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/32. Blob Detection - Detect The Center of Flowers.mp4 32.23MB
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  253. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/33. Mini Project 3 - Counting Circles and Ellipses.mp4 51.89MB
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  255. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/34. Object Detection Overview.mp4 30.80MB
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  257. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/35. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).mp4 25.89MB
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  259. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/36. Feature Description Theory - How We Digitally Represent Objects.mp4 35.31MB
  260. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/36. Feature Description Theory - How We Digitally Represent Objects.srt 7.37KB
  261. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/37. Finding Corners - Why Corners In Images Are Important to Object Detection.mp4 52.08MB
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  263. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/38. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.mp4 81.97MB
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  265. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/39. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.mp4 43.07MB
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  267. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/4. Storing Images on Computers.mp4 42.31MB
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  269. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/40. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.mp4 89.25MB
  270. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/40. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.srt 16.55KB
  271. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/40.1 Lecture 6.2 and 6.3.tar.gz.gz 271.52KB
  272. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/41. Mini Project 6 - Car and Pedestrian Detection in Videos.mp4 56.42MB
  273. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/41. Mini Project 6 - Car and Pedestrian Detection in Videos.srt 10.53KB
  274. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/41.1 Lecture 6.2 and 6.3.tar.gz.gz 271.52KB
  275. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/5. Getting Started with OpenCV - A Brief OpenCV Intro.mp4 74.90MB
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  277. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/6. Grayscaling - Converting Color Images To Shades of Gray.mp4 15.00MB
  278. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/6. Grayscaling - Converting Color Images To Shades of Gray.srt 2.83KB
  279. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/7. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4 106.21MB
  280. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/7. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.srt 16.87KB
  281. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/8. Histogram representation of Images - Visualizing the Components of Images.mp4 42.38MB
  282. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/8. Histogram representation of Images - Visualizing the Components of Images.srt 6.19KB
  283. 5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/9. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.mp4 30.97MB
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  285. 6. Neural Networks Explained in Detail/1. Neural Networks Chapter Overview.mp4 7.83MB
  286. 6. Neural Networks Explained in Detail/1. Neural Networks Chapter Overview.srt 2.13KB
  287. 6. Neural Networks Explained in Detail/10. Epochs, Iterations and Batch Sizes.mp4 26.07MB
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  289. 6. Neural Networks Explained in Detail/11. Measuring Performance and the Confusion Matrix.mp4 52.07MB
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  291. 6. Neural Networks Explained in Detail/12. Review and Best Practices.mp4 27.13MB
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  293. 6. Neural Networks Explained in Detail/2. Machine Learning Overview.mp4 52.28MB
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  295. 6. Neural Networks Explained in Detail/3. Neural Networks Explained.mp4 23.34MB
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  297. 6. Neural Networks Explained in Detail/4. Forward Propagation.mp4 63.34MB
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  299. 6. Neural Networks Explained in Detail/5. Activation Functions.mp4 59.62MB
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  301. 6. Neural Networks Explained in Detail/6. Training Part 1 – Loss Functions.mp4 58.41MB
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  303. 6. Neural Networks Explained in Detail/7. Training Part 2 – Backpropagation and Gradient Descent.mp4 72.62MB
  304. 6. Neural Networks Explained in Detail/7. Training Part 2 – Backpropagation and Gradient Descent.srt 13.21KB
  305. 6. Neural Networks Explained in Detail/8. Backpropagation & Learning Rates – A Worked Example.mp4 99.84MB
  306. 6. Neural Networks Explained in Detail/8. Backpropagation & Learning Rates – A Worked Example.srt 17.87KB
  307. 6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.mp4 118.38MB
  308. 6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.srt 21.24KB
  309. 7. Convolutional Neural Networks (CNNs) Explained in Detail/1. Convolutional Neural Networks Chapter Overview.mp4 5.14MB
  310. 7. Convolutional Neural Networks (CNNs) Explained in Detail/1. Convolutional Neural Networks Chapter Overview.srt 1.47KB
  311. 7. Convolutional Neural Networks (CNNs) Explained in Detail/2. Convolutional Neural Networks Introduction.mp4 36.66MB
  312. 7. Convolutional Neural Networks (CNNs) Explained in Detail/2. Convolutional Neural Networks Introduction.srt 6.97KB
  313. 7. Convolutional Neural Networks (CNNs) Explained in Detail/3. Convolutions & Image Features.mp4 102.35MB
  314. 7. Convolutional Neural Networks (CNNs) Explained in Detail/3. Convolutions & Image Features.srt 17.42KB
  315. 7. Convolutional Neural Networks (CNNs) Explained in Detail/4. Depth, Stride and Padding.mp4 46.52MB
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  317. 7. Convolutional Neural Networks (CNNs) Explained in Detail/5. ReLU.mp4 10.88MB
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  319. 7. Convolutional Neural Networks (CNNs) Explained in Detail/6. Pooling.mp4 28.82MB
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  321. 7. Convolutional Neural Networks (CNNs) Explained in Detail/7. The Fully Connected Layer.mp4 13.84MB
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  323. 7. Convolutional Neural Networks (CNNs) Explained in Detail/8. Training CNNs.mp4 27.15MB
  324. 7. Convolutional Neural Networks (CNNs) Explained in Detail/8. Training CNNs.srt 4.19KB
  325. 7. Convolutional Neural Networks (CNNs) Explained in Detail/9. Designing Your Own CNN.mp4 24.24MB
  326. 7. Convolutional Neural Networks (CNNs) Explained in Detail/9. Designing Your Own CNN.srt 5.33KB
  327. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/1. Building a CNN in Keras.mp4 5.62MB
  328. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/1. Building a CNN in Keras.srt 1.38KB
  329. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/10. Saving and Loading Your Model.mp4 29.51MB
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  333. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/12. Building a Simple Image Classifier using CIFAR10.mp4 74.35MB
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  335. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/2. Introduction to Keras & Tensorflow.mp4 73.69MB
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  337. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/3. Building a Handwriting Recognition CNN.mp4 11.14MB
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  339. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/4. Loading Our Data.mp4 52.92MB
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  341. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/5. Getting our data in ‘Shape’.mp4 33.80MB
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  343. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/6. Hot One Encoding.mp4 18.18MB
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  345. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/7. Building & Compiling Our Model.mp4 36.21MB
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  347. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/8. Training Our Classifier.mp4 40.78MB
  348. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/8. Training Our Classifier.srt 6.99KB
  349. 8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/9. Plotting Loss and Accuracy Charts.mp4 25.57MB
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  351. 9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/1. Introduction to Visualizing What CNNs 'see' & Filter Visualizations.mp4 8.25MB
  352. 9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/1. Introduction to Visualizing What CNNs 'see' & Filter Visualizations.srt 1.46KB
  353. 9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/2. Saliency Maps & Class Activation Maps.mp4 64.15MB
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  357. 9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/4. Filter Visualizations.mp4 89.48MB
  358. 9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/4. Filter Visualizations.srt 13.50KB
  359. 9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/5. Heat Map Visualizations of Class Activations.mp4 34.21MB
  360. 9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/5. Heat Map Visualizations of Class Activations.srt 5.03KB