12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.mp4
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12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.vtt
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12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/2. Types Optimizers and Adaptive Learning Rate Methods.mp4
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12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/2. Types Optimizers and Adaptive Learning Rate Methods.vtt
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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
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12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/3. Keras Callbacks and Checkpoint, Early Stopping and Adjust Learning Rates that Pl.vtt
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12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4. Build a Fruit Classifier.mp4
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12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4. Build a Fruit Classifier.vtt
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12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4.1 fruits-360.tar.gz.gz
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13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.mp4
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13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.vtt
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13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/2. Build LeNet and test on MNIST.mp4
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13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/2. Build LeNet and test on MNIST.vtt
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13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/3. Build AlexNet and test on CIFAR10.mp4
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13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/3. Build AlexNet and test on CIFAR10.vtt
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/1. Chapter Introduction.mp4
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14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/1. Chapter Introduction.vtt
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14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/2. ImageNet - Experimenting with pre-trained Models in Keras (VGG16, ResNet50, Mobi.mp4
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14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/2. ImageNet - Experimenting with pre-trained Models in Keras (VGG16, ResNet50, Mobi.vtt
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14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/3. Understanding VGG16 and VGG19.mp4
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14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/3. Understanding VGG16 and VGG19.vtt
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14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/4. Understanding ResNet50.mp4
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14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/4. Understanding ResNet50.vtt
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14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/5. Understanding InceptionV3.mp4
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14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/5. Understanding InceptionV3.vtt
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15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/1. Chapter Introduction.mp4
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15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/1. Chapter Introduction.vtt
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15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.mp4
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15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.vtt
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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
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15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3. Build a Monkey Breed Classifier with MobileNet using Transfer Learning.vtt
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15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3.1 17_flowers.tar.gz.gz
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15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4. Build a Flower Classifier with VGG16 using Transfer Learning.mp4
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15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4. Build a Flower Classifier with VGG16 using Transfer Learning.vtt
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15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4.1 monkey_breed.zip.zip
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16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/1. Chapter Introduction.mp4
1.85 MB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/1. Chapter Introduction.vtt
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16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/2. Introducing LittleVGG.mp4
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16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/2. Introducing LittleVGG.vtt
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16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3. Simpsons Character Recognition using LittleVGG.mp4
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16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3. Simpsons Character Recognition using LittleVGG.vtt
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16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3.1 simpsons.tar.gz.gz
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17. Advanced Activation Functions and Initializations/1. Chapter Introduction.mp4
2.09 MB
17. Advanced Activation Functions and Initializations/1. Chapter Introduction.vtt
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17. Advanced Activation Functions and Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.mp4
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17. Advanced Activation Functions and Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.vtt
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17. Advanced Activation Functions and Initializations/3. Advanced Initializations.mp4
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17. Advanced Activation Functions and Initializations/3. Advanced Initializations.vtt
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18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/1. Chapter Introduction.mp4
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18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/1. Chapter Introduction.vtt
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18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2. Build an Emotion, Facial Expression Detector.mp4
201.96 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2. Build an Emotion, Facial Expression Detector.vtt
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18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2.1 fer2013.zip.zip
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18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.mp4
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18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.vtt
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18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3.1 age-gender-estimation.tar.gz.gz
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19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/1. Chapter Overview on Image Segmentation & Medical Imaging in U-Net.mp4
2.92 MB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/1. Chapter Overview on Image Segmentation & Medical Imaging in U-Net.vtt
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19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/2. What is Segmentation And Applications in Medical Imaging.mp4
29.64 MB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/2. What is Segmentation And Applications in Medical Imaging.vtt
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19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/3. U-Net Image Segmentation with CNNs.mp4
30.46 MB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/3. U-Net Image Segmentation with CNNs.vtt
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19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/4. The Intersection over Union (IoU) Metric.mp4
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19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/4. The Intersection over Union (IoU) Metric.vtt
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19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5. Finding the Nuclei in Divergent Images.mp4
171.07 MB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5. Finding the Nuclei in Divergent Images.vtt
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19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5.1 U_NET.zip.zip
89.95 MB
2. Introduction to Computer Vision & Deep Learning/1. Introduction to Computer Vision & Deep Learning.mp4
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2. Introduction to Computer Vision & Deep Learning/1. Introduction to Computer Vision & Deep Learning.vtt
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2. Introduction to Computer Vision & Deep Learning/2. What is Computer Vision and What Makes it Hard.mp4
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2. Introduction to Computer Vision & Deep Learning/2. What is Computer Vision and What Makes it Hard.vtt
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2. Introduction to Computer Vision & Deep Learning/3. What are Images.mp4
70.41 MB
2. Introduction to Computer Vision & Deep Learning/3. What are Images.vtt
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2. Introduction to Computer Vision & Deep Learning/4. Intro to OpenCV, OpenVINO™ & their Limitations.mp4
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2. Introduction to Computer Vision & Deep Learning/4. Intro to OpenCV, OpenVINO™ & their Limitations.vtt
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20. Principles of Object Detection/1. Chapter Introduction.mp4
3.39 MB
20. Principles of Object Detection/1. Chapter Introduction.vtt
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20. Principles of Object Detection/2. Object Detection Introduction - Sliding Windows with HOGs.mp4
51.65 MB
20. Principles of Object Detection/2. Object Detection Introduction - Sliding Windows with HOGs.vtt
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20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.mp4
135.87 MB
20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.vtt
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20. Principles of Object Detection/4. Single Shot Detectors (SSDs).mp4
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20. Principles of Object Detection/4. Single Shot Detectors (SSDs).vtt
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20. Principles of Object Detection/5. YOLO to YOLOv3.mp4
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20. Principles of Object Detection/5. YOLO to YOLOv3.vtt
21. TensorFlow Object Detection API/2. TFOD API Install and Setup.mp4
47.56 MB
21. TensorFlow Object Detection API/2. TFOD API Install and Setup.vtt
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21. TensorFlow Object Detection API/2.1 Download the code (for those not using the Virtual Machine).html
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21. TensorFlow Object Detection API/3. Experiment with a ResNet SSD on images, webcam and videos.mp4
83.56 MB
21. TensorFlow Object Detection API/3. Experiment with a ResNet SSD on images, webcam and videos.vtt
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21. TensorFlow Object Detection API/4. How to Train a TFOD Model.mp4
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21. TensorFlow Object Detection API/4. How to Train a TFOD Model.vtt
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22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/1. Chapter Introduction.mp4
2.53 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/1. Chapter Introduction.vtt
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22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.mp4
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22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.vtt
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22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2.1 Download the YOLO files (if not using the VM).html
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22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/3. Experiment with YOLO on still images, webcam and videos.mp4
104.48 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/3. Experiment with YOLO on still images, webcam and videos.vtt
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22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4. Build your own YOLO Object Detector - Detecting London Underground Signs.mp4
159.11 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4. Build your own YOLO Object Detector - Detecting London Underground Signs.vtt
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23. DeepDream & Neural Style Transfers Make AI Generated Art/1. Chapter Introduction.mp4
1.5 MB
23. DeepDream & Neural Style Transfers Make AI Generated Art/1. Chapter Introduction.vtt
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23. DeepDream & Neural Style Transfers Make AI Generated Art/2. DeepDream – How AI Generated Art All Started.mp4
83.97 MB
23. DeepDream & Neural Style Transfers Make AI Generated Art/2. DeepDream – How AI Generated Art All Started.vtt
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23. DeepDream & Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.mp4
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23. DeepDream & Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.vtt
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24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/1. Generative Adverserial Neural Networks Chapter Overview.mp4
4.64 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/1. Generative Adverserial Neural Networks Chapter Overview.vtt
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24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/2. Introduction To GANs.mp4
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24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/2. Introduction To GANs.vtt
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24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/3. Mathematics of GANs.mp4
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24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/3. Mathematics of GANs.vtt
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24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/4. Implementing GANs in Keras.mp4
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24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/4. Implementing GANs in Keras.vtt
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24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5. Face Aging GAN.mp4
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24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5. Face Aging GAN.vtt
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24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5.1 GenerativeNetworks.tar.gz.gz
116.98 MB
25. Face Recognition with VGGFace/1. Basic Face Recognition using LittleVGG CNN.html
997 B
25. Face Recognition with VGGFace/1.1 25. Face Recognition All Notebooks.tar.gz.gz
120.75 MB
25. Face Recognition with VGGFace/2. Face Matching with VGGFace.html
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25. Face Recognition with VGGFace/2.1 vgg_face_weights.h5.tar.gz.gz
520.7 MB
25. Face Recognition with VGGFace/3. Face Recognition using WebCam & Identifying Friends TV Show Characters in Video.html
441 B
26. The Computer Vision World/1. Chapter Introduction.mp4
4.04 MB
26. The Computer Vision World/1. Chapter Introduction.vtt
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26. The Computer Vision World/2. Alternative Frameworks PyTorch, MXNet, Caffe, Theano & OpenVINO.mp4
22.98 MB
26. The Computer Vision World/2. Alternative Frameworks PyTorch, MXNet, Caffe, Theano & OpenVINO.vtt
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26. The Computer Vision World/3. Popular APIs Google, Microsoft, ClarifAI Amazon Rekognition and others.mp4
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26. The Computer Vision World/3. Popular APIs Google, Microsoft, ClarifAI Amazon Rekognition and others.vtt
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26. The Computer Vision World/4. Popular Computer Vision Conferences & Finding Datasets.mp4
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26. The Computer Vision World/4. Popular Computer Vision Conferences & Finding Datasets.vtt
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26. The Computer Vision World/5. Building a Deep Learning Machine vs. Cloud GPUs.mp4
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26. The Computer Vision World/5. Building a Deep Learning Machine vs. Cloud GPUs.vtt
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27. BONUS - Build a Credit Card Number Reader/1. Step 1 - Creating a Credit Card Number Dataset.html
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27. BONUS - Build a Credit Card Number Reader/1.1 Credit-Card Number Identification.zip.zip
128.45 KB
27. BONUS - Build a Credit Card Number Reader/2. Step 2 - Training Our Model.html
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27. BONUS - Build a Credit Card Number Reader/3. Step 3 - Extracting A Credit Card from the Background.html
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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
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28. BONUS - Use Cloud GPUs on PaperSpace/1. Why use Cloud GPUs and How to Setup a PaperSpace Gradient Notebook.html
15.03 KB
28. BONUS - Use Cloud GPUs on PaperSpace/2. Train a AlexNet on PaperSpace.html
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28. BONUS - Use Cloud GPUs on PaperSpace/2.1 AlexNet CIFAR10.zip.zip
29.6 KB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/1. Install and Run Flask.html
5.01 KB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/1.1 CVApiWebAPp.tar.gz.gz
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29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/2. Running Your Computer Vision Web App on Flask Locally.html
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29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/3. Running Your Computer Vision API.html
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29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/4. Setting Up An AWS Account.html
1.74 KB
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
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29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/6. Changing your EC2 Security Group.html
1.59 KB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/7. Using FileZilla to transfer files to your EC2 Instance.html
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29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/8. Running your CV Web App on EC2.html
2.45 KB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/9. Running your CV API on EC2.html
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3. Setup Your FREE Deep Learning Development Virtual Machine/1. Setting up your Deep Learning Virtual Machine (Download Code, VM & Slides here!).mp4
82.32 MB
3. Setup Your FREE Deep Learning Development Virtual Machine/1. Setting up your Deep Learning Virtual Machine (Download Code, VM & Slides here!).vtt
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3. Setup Your FREE Deep Learning Development Virtual Machine/1.1 MIRROR - Download Your Deep Learning Virtual Machine HERE.html
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3. Setup Your FREE Deep Learning Development Virtual Machine/1.2 Master Deep Learning Computer Vision Slides.pdf.pdf
56.53 MB
3. Setup Your FREE Deep Learning Development Virtual Machine/1.3 DeepLearningCV2.tar.gz.gz
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3. Setup Your FREE Deep Learning Development Virtual Machine/1.4 Download Your Deep Learning Virtual Machine HERE.html
143 B
3. Setup Your FREE Deep Learning Development Virtual Machine/2. Optional - Troubleshooting Guide for VM Setup & for resolving some MacOS Issues.html
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3. Setup Your FREE Deep Learning Development Virtual Machine/3. Optional - Manual Setup of Ubuntu Virtual Machine.html
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3. Setup Your FREE Deep Learning Development Virtual Machine/4. Optional - Setting up a shared drive with your Host OS.html
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/2. Experiment with a Handwriting Classifier.mp4
67.3 MB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/2. Experiment with a Handwriting Classifier.vtt
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4. Handwriting Recognition, Simple Object Classification OpenCV Demo/3. Experiment with a Image Classifier.mp4
27.3 MB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/3. Experiment with a Image Classifier.vtt
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4. Handwriting Recognition, Simple Object Classification OpenCV Demo/4. OpenCV Demo – Live Sketch with Webcam.mp4
41.17 MB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/4. OpenCV Demo – Live Sketch with Webcam.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1. Setup OpenCV.mp4
13.44 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1. Setup OpenCV.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1.1 MasterOpenCV.tar.gz.gz
47.11 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/10. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.mp4
11.04 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/10. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/11. Image Translations - Moving Images Up, Down. Left And Right.mp4
18.5 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/11. Image Translations - Moving Images Up, Down. Left And Right.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/12. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4
23.1 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/12. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/13. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/13. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/14. Image Pyramids - Another Way of Re-Sizing.mp4
14.22 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/14. Image Pyramids - Another Way of Re-Sizing.vtt
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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
24.12 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/15. Cropping - Cut Out The Image The Regions You Want or Don't Want.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/16. Arithmetic Operations - Brightening and Darkening Images.mp4
31.09 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/16. Arithmetic Operations - Brightening and Darkening Images.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/17. Bitwise Operations - How Image Masking Works.mp4
28.88 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/17. Bitwise Operations - How Image Masking Works.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/18. Blurring - The Many Ways We Can Blur Images & Why It's Important.mp4
70.23 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/18. Blurring - The Many Ways We Can Blur Images & Why It's Important.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/19. Sharpening - Reverse Your Images Blurs.mp4
17.33 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/19. Sharpening - Reverse Your Images Blurs.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/2. What are Images.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/2. What are Images.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/20. Thresholding (Binarization) - Making Certain Images Areas Black or White.mp4
64.83 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/20. Thresholding (Binarization) - Making Certain Images Areas Black or White.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/21. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/21. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/22. Edge Detection using Image Gradients & Canny Edge Detection.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/22. Edge Detection using Image Gradients & Canny Edge Detection.vtt
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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
31.65 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/23. Perspective & Affine Transforms - Take An Off Angle Shot & Make It Look Top Down.vtt
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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
43.77 MB
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.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/25. Segmentation and Contours - Extract Defined Shapes In Your Image.mp4
77.41 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/25. Segmentation and Contours - Extract Defined Shapes In Your Image.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/26. Sorting Contours - Sort Those Shapes By Size.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/26. Sorting Contours - Sort Those Shapes By Size.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/27. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/27. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/28. Matching Contour Shapes - Match Shapes In Images Even When Distorted.mp4
52.9 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/28. Matching Contour Shapes - Match Shapes In Images Even When Distorted.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/29. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/29. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/3. How are Images Formed.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/3. How are Images Formed.vtt
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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
65.68 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/30. Line Detection - Detect Straight Lines E.g. The Lines On A Sudoku Game.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/31. Circle Detection.html
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/32. Blob Detection - Detect The Center of Flowers.mp4
32.24 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/32. Blob Detection - Detect The Center of Flowers.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/33. Mini Project 3 - Counting Circles and Ellipses.mp4
51.89 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/33. Mini Project 3 - Counting Circles and Ellipses.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/34. Object Detection Overview.mp4
30.8 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/34. Object Detection Overview.vtt
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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
25.9 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/35. Mini Project # 4 - Finding Waldo (Quickly Find A Specific Pattern In An Image).vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/36. Feature Description Theory - How We Digitally Represent Objects.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/36. Feature Description Theory - How We Digitally Represent Objects.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/37. Finding Corners - Why Corners In Images Are Important to Object Detection.mp4
52.08 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/37. Finding Corners - Why Corners In Images Are Important to Object Detection.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/38. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/38. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/39. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/39. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/4. Storing Images on Computers.mp4
42.31 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/4. Storing Images on Computers.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/40. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.mp4
89.26 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/40. Face and Eye Detection - Detect Human Faces and Eyes In Any Image.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/41. Mini Project 6 - Car and Pedestrian Detection in Videos.mp4
56.42 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/41. Mini Project 6 - Car and Pedestrian Detection in Videos.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/5. Getting Started with OpenCV - A Brief OpenCV Intro.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/5. Getting Started with OpenCV - A Brief OpenCV Intro.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/6. Grayscaling - Converting Color Images To Shades of Gray.mp4
14.99 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/6. Grayscaling - Converting Color Images To Shades of Gray.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/7. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/7. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/8. Histogram representation of Images - Visualizing the Components of Images.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/8. Histogram representation of Images - Visualizing the Components of Images.vtt
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/9. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/9. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.vtt
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6. Neural Networks Explained in Detail/1. Neural Networks Chapter Overview.mp4
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6. Neural Networks Explained in Detail/1. Neural Networks Chapter Overview.vtt
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6. Neural Networks Explained in Detail/10. Epochs, Iterations and Batch Sizes.mp4
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6. Neural Networks Explained in Detail/10. Epochs, Iterations and Batch Sizes.vtt
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6. Neural Networks Explained in Detail/11. Measuring Performance and the Confusion Matrix.mp4
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6. Neural Networks Explained in Detail/11. Measuring Performance and the Confusion Matrix.vtt
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6. Neural Networks Explained in Detail/12. Review and Best Practices.mp4
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6. Neural Networks Explained in Detail/12. Review and Best Practices.vtt
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6. Neural Networks Explained in Detail/2. Machine Learning Overview.mp4
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6. Neural Networks Explained in Detail/2. Machine Learning Overview.vtt
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6. Neural Networks Explained in Detail/3. Neural Networks Explained.mp4
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6. Neural Networks Explained in Detail/3. Neural Networks Explained.vtt
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6. Neural Networks Explained in Detail/4. Forward Propagation.mp4
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6. Neural Networks Explained in Detail/4. Forward Propagation.vtt
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6. Neural Networks Explained in Detail/5. Activation Functions.mp4
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6. Neural Networks Explained in Detail/5. Activation Functions.vtt
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6. Neural Networks Explained in Detail/6. Training Part 1 – Loss Functions.mp4
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6. Neural Networks Explained in Detail/6. Training Part 1 – Loss Functions.vtt
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6. Neural Networks Explained in Detail/7. Training Part 2 – Backpropagation and Gradient Descent.mp4
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6. Neural Networks Explained in Detail/8. Backpropagation & Learning Rates – A Worked Example.mp4
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6. Neural Networks Explained in Detail/8. Backpropagation & Learning Rates – A Worked Example.vtt
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6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.mp4
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6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.vtt
7. Convolutional Neural Networks (CNNs) Explained in Detail/4. Depth, Stride and Padding.mp4
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7. Convolutional Neural Networks (CNNs) Explained in Detail/4. Depth, Stride and Padding.vtt
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7. Convolutional Neural Networks (CNNs) Explained in Detail/5. ReLU.mp4
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7. Convolutional Neural Networks (CNNs) Explained in Detail/5. ReLU.vtt
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7. Convolutional Neural Networks (CNNs) Explained in Detail/6. Pooling.mp4
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7. Convolutional Neural Networks (CNNs) Explained in Detail/6. Pooling.vtt
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7. Convolutional Neural Networks (CNNs) Explained in Detail/7. The Fully Connected Layer.mp4
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7. Convolutional Neural Networks (CNNs) Explained in Detail/7. The Fully Connected Layer.vtt
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7. Convolutional Neural Networks (CNNs) Explained in Detail/8. Training CNNs.mp4
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7. Convolutional Neural Networks (CNNs) Explained in Detail/8. Training CNNs.vtt
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7. Convolutional Neural Networks (CNNs) Explained in Detail/9. Designing Your Own CNN.mp4
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7. Convolutional Neural Networks (CNNs) Explained in Detail/9. Designing Your Own CNN.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/1. Building a CNN in Keras.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/1. Building a CNN in Keras.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/10. Saving and Loading Your Model.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/10. Saving and Loading Your Model.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/11. Displaying Your Model Visually.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/11. Displaying Your Model Visually.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/12. Building a Simple Image Classifier using CIFAR10.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/12. Building a Simple Image Classifier using CIFAR10.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/2. Introduction to Keras & Tensorflow.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/2. Introduction to Keras & Tensorflow.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/3. Building a Handwriting Recognition CNN.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/3. Building a Handwriting Recognition CNN.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/4. Loading Our Data.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/4. Loading Our Data.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/5. Getting our data in ‘Shape’.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/5. Getting our data in ‘Shape’.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/6. Hot One Encoding.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/6. Hot One Encoding.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/7. Building & Compiling Our Model.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/7. Building & Compiling Our Model.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/8. Training Our Classifier.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/8. Training Our Classifier.vtt
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/9. Plotting Loss and Accuracy Charts.mp4
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8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/9. Plotting Loss and Accuracy Charts.vtt
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9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/1. Introduction to Visualizing What CNNs 'see' & Filter Visualizations.mp4
8.24 MB
9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/1. Introduction to Visualizing What CNNs 'see' & Filter Visualizations.vtt
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9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/2. Saliency Maps & Class Activation Maps.mp4
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9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/2. Saliency Maps & Class Activation Maps.vtt
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9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/3. Saliency Maps & Class Activation Maps.mp4
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9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/3. Saliency Maps & Class Activation Maps.vtt
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9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/4. Filter Visualizations.mp4
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9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/4. Filter Visualizations.vtt
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9. What CNNs 'see' - Learn to do Filter Visualizations, Heatmaps and Salience Maps/5. Heat Map Visualizations of Class Activations.mp4
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