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[UdemyCourseDownloader] Deep Learning Computer Vision™ CNN, OpenCV, YOLO, SSD & GANs

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07-06-2019 15:46

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File	Size
1. Introduction/1. Course Introduction.mp4	88.64 MB
1. Introduction/1. Course Introduction.vtt	13.76 kB
10. Data Augmentation Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.mp4	3.93 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.vtt	1.33 kB
10. Data Augmentation Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.mp4	103.82 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.vtt	12.26 kB
10. Data Augmentation Build a Cats vs Dogs Classifier/2.1 datasets.zip.zip	65.68 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.mp4	44.79 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.vtt	5.33 kB
10. Data Augmentation Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.mp4	43.50 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.vtt	6.48 kB
10. Data Augmentation Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.mp4	52.51 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.vtt	7.17 kB
11. Confusion Matrix Classification Report & Viewing Misclassifications/1. Introduction to the Confusion Matrix & Viewing Misclassifications.mp4	2.53 MB
11. Confusion Matrix Classification Report & Viewing Misclassifications/1. Introduction to the Confusion Matrix & Viewing Misclassifications.vtt	818.00 B
11. Confusion Matrix Classification Report & Viewing Misclassifications/2. Understanding the Confusion Matrix.mp4	93.03 MB
11. Confusion Matrix Classification Report & Viewing Misclassifications/2. Understanding the Confusion Matrix.vtt	14.18 kB
11. Confusion Matrix Classification Report & Viewing Misclassifications/3. Finding and Viewing Misclassified Data.mp4	44.36 MB
11. Confusion Matrix Classification Report & Viewing Misclassifications/3. Finding and Viewing Misclassified Data.vtt	7.31 kB
12. Types of Optimizers Learning Rates & Callbacks Build a Fruit Classifier/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.mp4	3.42 MB
12. Types of Optimizers Learning Rates & Callbacks Build a Fruit Classifier/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.vtt	932.00 B
12. Types of Optimizers Learning Rates & Callbacks Build a Fruit Classifier/2. Types Optimizers and Adaptive Learning Rate Methods.mp4	67.24 MB
12. Types of Optimizers Learning Rates & Callbacks Build a Fruit Classifier/2. Types Optimizers and Adaptive Learning Rate Methods.vtt	9.57 kB
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	51.14 MB
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	8.25 kB
12. Types of Optimizers Learning Rates & Callbacks Build a Fruit Classifier/4. Build a Fruit Classifier.mp4	92.94 MB
12. Types of Optimizers Learning Rates & Callbacks Build a Fruit Classifier/4. Build a Fruit Classifier.vtt	9.92 kB
12. Types of Optimizers Learning Rates & Callbacks Build a Fruit Classifier/4.1 fruits-360.tar.gz.gz	376.04 MB
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.mp4	2.76 MB
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.vtt	773.00 B
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/2. Build LeNet and test on MNIST.mp4	32.12 MB
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/2. Build LeNet and test on MNIST.vtt	3.80 kB
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/3. Build AlexNet and test on CIFAR10.mp4	42.16 MB
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/3. Build AlexNet and test on CIFAR10.vtt	5.39 kB
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/4. Batch Normalization.mp4	23.16 MB
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/4. Batch Normalization.vtt	3.75 kB
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/5. Build a Clothing & Apparel Classifier (Fashion MNIST).mp4	56.33 MB
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/5. Build a Clothing & Apparel Classifier (Fashion MNIST).vtt	7.32 kB
13. Batch Normalization Build LeNet, AlexNet Build a FashionClothes Classifier/5.1 fashion_mnist.tar.gz.gz	29.44 MB
14. ImageNet in Keras (VGG1619 InceptionV3, ResNet50) Advanced Image Classiers/1. Chapter Introduction.mp4	2.90 MB
14. ImageNet in Keras (VGG1619 InceptionV3, ResNet50) Advanced Image Classiers/1. Chapter Introduction.vtt	757.00 B
14. ImageNet in Keras (VGG1619 InceptionV3, ResNet50) Advanced Image Classiers/2. ImageNet - Experimenting with pre-trained Models in Keras (VGG16, ResNet50, Mobi.mp4	82.06 MB
14. ImageNet in Keras (VGG1619 InceptionV3, ResNet50) Advanced Image Classiers/2. ImageNet - Experimenting with pre-trained Models in Keras (VGG16, ResNet50, Mobi.vtt	10.22 kB
14. ImageNet in Keras (VGG1619 InceptionV3, ResNet50) Advanced Image Classiers/3. Understanding VGG16 and VGG19.mp4	14.45 MB
14. ImageNet in Keras (VGG1619 InceptionV3, ResNet50) Advanced Image Classiers/3. Understanding VGG16 and VGG19.vtt	2.11 kB
14. ImageNet in Keras (VGG1619 InceptionV3, ResNet50) Advanced Image Classiers/4. Understanding ResNet50.mp4	9.75 MB
14. ImageNet in Keras (VGG1619 InceptionV3, ResNet50) Advanced Image Classiers/4. Understanding ResNet50.vtt	1.83 kB
14. ImageNet in Keras (VGG1619 InceptionV3, ResNet50) Advanced Image Classiers/5. Understanding InceptionV3.mp4	14.35 MB
14. ImageNet in Keras (VGG1619 InceptionV3, ResNet50) Advanced Image Classiers/5. Understanding InceptionV3.vtt	3.11 kB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/1. Chapter Introduction.mp4	2.26 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/1. Chapter Introduction.vtt	726.00 B
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.mp4	44.91 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.vtt	8.14 kB
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	135.32 MB
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	15.11 kB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3.1 17_flowers.tar.gz.gz	57.55 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4. Build a Flower Classifier with VGG16 using Transfer Learning.mp4	81.96 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4. Build a Flower Classifier with VGG16 using Transfer Learning.vtt	9.09 kB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4.1 monkey_breed.zip.zip	546.67 MB
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	561.00 B
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/2. Introducing LittleVGG.mp4	11.45 MB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/2. Introducing LittleVGG.vtt	1.72 kB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3. Simpsons Character Recognition using LittleVGG.mp4	99.61 MB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3. Simpsons Character Recognition using LittleVGG.vtt	10.75 kB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3.1 simpsons.tar.gz.gz	549.54 MB
17. Advanced Activation Functions and Initializations/1. Chapter Introduction.mp4	2.09 MB
17. Advanced Activation Functions and Initializations/1. Chapter Introduction.vtt	584.00 B
17. Advanced Activation Functions and Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.mp4	32.33 MB
17. Advanced Activation Functions and Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.vtt	5.86 kB
17. Advanced Activation Functions and Initializations/3. Advanced Initializations.mp4	14.96 MB
17. Advanced Activation Functions and Initializations/3. Advanced Initializations.vtt	3.16 kB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/1. Chapter Introduction.mp4	4.58 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/1. Chapter Introduction.vtt	1.15 kB
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	21.98 kB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2.1 fer2013.zip.zip	143.26 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.mp4	260.78 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.vtt	26.21 kB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3.1 age-gender-estimation.tar.gz.gz	552.20 MB
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	804.00 B
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	4.95 kB
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	4.41 kB
19. Image Segmentation Medical Imaging in U-Net Find Nuclei in Images/4. The Intersection over Union (IoU) Metric.mp4	42.96 MB
19. Image Segmentation Medical Imaging in U-Net Find Nuclei in Images/4. The Intersection over Union (IoU) Metric.vtt	5.51 kB
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	18.03 kB
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	3.88 MB
2. Introduction to Computer Vision Deep Learning/1. Introduction to Computer Vision & Deep Learning.vtt	776.00 B
2. Introduction to Computer Vision Deep Learning/2. What is Computer Vision and What Makes it Hard.mp4	59.63 MB
2. Introduction to Computer Vision Deep Learning/2. What is Computer Vision and What Makes it Hard.vtt	7.45 kB
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	9.29 kB
2. Introduction to Computer Vision Deep Learning/4. Intro to OpenCV, OpenVINO™ & their Limitations.mp4	49.87 MB
2. Introduction to Computer Vision Deep Learning/4. Intro to OpenCV, OpenVINO™ & their Limitations.vtt	8.10 kB
20. Principles of Object Detection/1. Chapter Introduction.mp4	3.39 MB
20. Principles of Object Detection/1. Chapter Introduction.vtt	1.01 kB
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	6.78 kB
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	18.26 kB
20. Principles of Object Detection/4. Single Shot Detectors (SSDs).mp4	12.45 MB
20. Principles of Object Detection/4. Single Shot Detectors (SSDs).vtt	2.40 kB
20. Principles of Object Detection/5. YOLO to YOLOv3.mp4	33.08 MB
20. Principles of Object Detection/5. YOLO to YOLOv3.vtt	4.66 kB
21. TensorFlow Object Detection API/1. Chapter Introduction.mp4	2.45 MB
21. TensorFlow Object Detection API/1. Chapter Introduction.vtt	690.00 B
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	5.85 kB
21. TensorFlow Object Detection API/2.1 Download the code (for those not using the Virtual Machine).html	108.00 B
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	8.58 kB
21. TensorFlow Object Detection API/4. How to Train a TFOD Model.mp4	74.21 MB
21. TensorFlow Object Detection API/4. How to Train a TFOD Model.vtt	10.29 kB
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	595.00 B
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.mp4	51.67 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.vtt	6.43 kB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2.1 Download the YOLO files (if not using the VM).html	108.00 B
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	10.39 kB
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	19.00 kB
23. DeepDream Neural Style Transfers Make AI Generated Art/1. Chapter Introduction.mp4	1.50 MB
23. DeepDream Neural Style Transfers Make AI Generated Art/1. Chapter Introduction.vtt	445.00 B
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	9.88 kB
23. DeepDream Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.mp4	124.75 MB
23. DeepDream Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.vtt	15.00 kB
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	1.05 kB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/2. Introduction To GANs.mp4	85.34 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/2. Introduction To GANs.vtt	14.29 kB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/3. Mathematics of GANs.mp4	27.16 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/3. Mathematics of GANs.vtt	4.54 kB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/4. Implementing GANs in Keras.mp4	96.35 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/4. Implementing GANs in Keras.vtt	13.44 kB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5. Face Aging GAN.mp4	46.76 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5. Face Aging GAN.vtt	6.46 kB
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	997.00 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	1.07 kB
25. Face Recognition with VGGFace/2.1 vgg_face_weights.h5.tar.gz.gz	520.70 MB
25. Face Recognition with VGGFace/3. Face Recognition using WebCam & Identifying Friends TV Show Characters in Video.html	441.00 B
26. The Computer Vision World/1. Chapter Introduction.mp4	4.04 MB
26. The Computer Vision World/1. Chapter Introduction.vtt	948.00 B
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	4.07 kB
26. The Computer Vision World/3. Popular APIs Google, Microsoft, ClarifAI Amazon Rekognition and others.mp4	8.57 MB
26. The Computer Vision World/3. Popular APIs Google, Microsoft, ClarifAI Amazon Rekognition and others.vtt	1.38 kB
26. The Computer Vision World/4. Popular Computer Vision Conferences & Finding Datasets.mp4	19.59 MB
26. The Computer Vision World/4. Popular Computer Vision Conferences & Finding Datasets.vtt	3.10 kB
26. The Computer Vision World/5. Building a Deep Learning Machine vs. Cloud GPUs.mp4	32.55 MB
26. The Computer Vision World/5. Building a Deep Learning Machine vs. Cloud GPUs.vtt	4.89 kB
27. BONUS Build a Credit Card Number Reader/1. Step 1 - Creating a Credit Card Number Dataset.html	12.30 kB
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	4.72 kB
27. BONUS Build a Credit Card Number Reader/3. Step 3 - Extracting A Credit Card from the Background.html	7.97 kB
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	4.10 kB
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	6.89 kB
28. BONUS Use Cloud GPUs on PaperSpace/2.1 AlexNet CIFAR10.zip.zip	29.60 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	7.70 MB
29. BONUS Create a Computer Vision API & Web App Using Flask and AWS/2. Running Your Computer Vision Web App on Flask Locally.html	6.64 kB
29. BONUS Create a Computer Vision API & Web App Using Flask and AWS/3. Running Your Computer Vision API.html	4.79 kB
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	6.88 kB
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	4.73 kB
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	3.13 kB
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	12.30 kB
3. Setup Your FREE Deep Learning Development Virtual Machine/1.1 MIRROR - Download Your Deep Learning Virtual Machine HERE.html	108.00 B
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	643.18 MB
3. Setup Your FREE Deep Learning Development Virtual Machine/1.4 Download Your Deep Learning Virtual Machine HERE.html	143.00 B
3. Setup Your FREE Deep Learning Development Virtual Machine/2. Optional - Troubleshooting Guide for VM Setup & for resolving some MacOS Issues.html	5.86 kB
3. Setup Your FREE Deep Learning Development Virtual Machine/3. Optional - Manual Setup of Ubuntu Virtual Machine.html	3.52 kB
3. Setup Your FREE Deep Learning Development Virtual Machine/4. Optional - Setting up a shared drive with your Host OS.html	2.92 kB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/1. Get Started! Handwriting Recognition, Simple Object Classification OpenCV Demo.mp4	8.38 MB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/1. Get Started! Handwriting Recognition, Simple Object Classification OpenCV Demo.vtt	801.00 B
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/2. Experiment with a Handwriting Classifier.mp4	67.30 MB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/2. Experiment with a Handwriting Classifier.vtt	7.08 kB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/3. Experiment with a Image Classifier.mp4	27.30 MB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/3. Experiment with a Image Classifier.vtt	3.69 kB
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	4.71 kB
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	1.89 kB
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	3.07 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/11. Image Translations - Moving Images Up, Down. Left And Right.mp4	18.50 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/11. Image Translations - Moving Images Up, Down. Left And Right.vtt	3.51 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/12. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4	23.10 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/12. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.vtt	4.04 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/13. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4	36.56 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/13. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.vtt	5.72 kB
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	2.44 kB
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	3.38 kB
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	4.47 kB
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	4.92 kB
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	9.59 kB
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	2.34 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/2. What are Images.mp4	15.99 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/2. What are Images.vtt	2.97 kB
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	10.63 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/21. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.mp4	42.03 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/21. Dilation, Erosion, OpeningClosing - Importance of ThickeningThinning Lines.vtt	6.33 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/22. Edge Detection using Image Gradients & Canny Edge Detection.mp4	45.65 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/22. Edge Detection using Image Gradients & Canny Edge Detection.vtt	6.37 kB
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	4.90 kB
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	6.55 kB
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	14.55 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/26. Sorting Contours - Sort Those Shapes By Size.mp4	106.18 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/26. Sorting Contours - Sort Those Shapes By Size.vtt	17.24 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/27. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.mp4	46.95 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/27. Approximating Contours & Finding Their Convex Hull - Clean Up Messy Contours.vtt	7.11 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/28. Matching Contour Shapes - Match Shapes In Images Even When Distorted.mp4	52.90 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/28. Matching Contour Shapes - Match Shapes In Images Even When Distorted.vtt	6.89 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/29. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).mp4	47.28 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/29. Mini Project 2 - Identify Shapes (Square, Rectangle, Circle, Triangle & Stars).vtt	7.20 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/3. How are Images Formed.mp4	21.25 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/3. How are Images Formed.vtt	4.13 kB
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	8.63 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/31. Circle Detection.html	1.59 kB
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	4.52 kB
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	7.83 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/34. Object Detection Overview.mp4	30.80 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/34. Object Detection Overview.vtt	4.38 kB
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	25.90 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	3.81 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/36. Feature Description Theory - How We Digitally Represent Objects.mp4	35.31 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/36. Feature Description Theory - How We Digitally Represent Objects.vtt	6.46 kB
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	9.17 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/38. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.mp4	81.97 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/38. Histogram of Oriented Gradients - Another Novel Way Of Representing Images.vtt	10.42 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/39. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.mp4	43.06 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/39. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.vtt	6.90 kB
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	5.94 kB
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	14.30 kB
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	9.16 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/5. Getting Started with OpenCV - A Brief OpenCV Intro.mp4	74.91 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/5. Getting Started with OpenCV - A Brief OpenCV Intro.vtt	10.68 kB
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	2.50 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/7. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.mp4	106.22 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/7. Understanding Color Spaces - The Many Ways Color Images Are Stored Digitally.vtt	14.70 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/8. Histogram representation of Images - Visualizing the Components of Images.mp4	42.38 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/8. Histogram representation of Images - Visualizing the Components of Images.vtt	5.44 kB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/9. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.mp4	30.97 MB
5. OpenCV3 Tutorial (OPTIONAL) Live Sketches Identify Shapes & Face Detection/9. Creating Images & Drawing on Images - Make Squares, Circles, Polygons & Add Text.vtt	4.72 kB
6. Neural Networks Explained in Detail/1. Neural Networks Chapter Overview.mp4	7.83 MB
6. Neural Networks Explained in Detail/1. Neural Networks Chapter Overview.vtt	1.89 kB
6. Neural Networks Explained in Detail/10. Epochs, Iterations and Batch Sizes.mp4	26.07 MB
6. Neural Networks Explained in Detail/10. Epochs, Iterations and Batch Sizes.vtt	4.23 kB
6. Neural Networks Explained in Detail/11. Measuring Performance and the Confusion Matrix.mp4	52.07 MB
6. Neural Networks Explained in Detail/11. Measuring Performance and the Confusion Matrix.vtt	8.48 kB
6. Neural Networks Explained in Detail/12. Review and Best Practices.mp4	27.13 MB
6. Neural Networks Explained in Detail/12. Review and Best Practices.vtt	5.35 kB
6. Neural Networks Explained in Detail/2. Machine Learning Overview.mp4	52.28 MB
6. Neural Networks Explained in Detail/2. Machine Learning Overview.vtt	9.99 kB
6. Neural Networks Explained in Detail/3. Neural Networks Explained.mp4	23.35 MB
6. Neural Networks Explained in Detail/3. Neural Networks Explained.vtt	4.80 kB
6. Neural Networks Explained in Detail/4. Forward Propagation.mp4	63.34 MB
6. Neural Networks Explained in Detail/4. Forward Propagation.vtt	9.87 kB
6. Neural Networks Explained in Detail/5. Activation Functions.mp4	59.63 MB
6. Neural Networks Explained in Detail/5. Activation Functions.vtt	10.19 kB
6. Neural Networks Explained in Detail/6. Training Part 1 – Loss Functions.mp4	58.42 MB
6. Neural Networks Explained in Detail/6. Training Part 1 – Loss Functions.vtt	10.38 kB
6. Neural Networks Explained in Detail/7. Training Part 2 – Backpropagation and Gradient Descent.mp4	72.62 MB
6. Neural Networks Explained in Detail/7. Training Part 2 – Backpropagation and Gradient Descent.vtt	11.55 kB
6. Neural Networks Explained in Detail/8. Backpropagation & Learning Rates – A Worked Example.mp4	99.84 MB
6. Neural Networks Explained in Detail/8. Backpropagation & Learning Rates – A Worked Example.vtt	15.35 kB
6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.mp4	118.39 MB
6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.vtt	18.38 kB
7. Convolutional Neural Networks (CNNs) Explained in Detail/1. Convolutional Neural Networks Chapter Overview.mp4	5.14 MB
7. Convolutional Neural Networks (CNNs) Explained in Detail/1. Convolutional Neural Networks Chapter Overview.vtt	1.29 kB
7. Convolutional Neural Networks (CNNs) Explained in Detail/2. Convolutional Neural Networks Introduction.mp4	36.66 MB
7. Convolutional Neural Networks (CNNs) Explained in Detail/2. Convolutional Neural Networks Introduction.vtt	6.12 kB
7. Convolutional Neural Networks (CNNs) Explained in Detail/3. Convolutions & Image Features.mp4	102.35 MB
7. Convolutional Neural Networks (CNNs) Explained in Detail/3. Convolutions & Image Features.vtt	15.18 kB
7. Convolutional Neural Networks (CNNs) Explained in Detail/4. Depth, Stride and Padding.mp4	46.52 MB
7. Convolutional Neural Networks (CNNs) Explained in Detail/4. Depth, Stride and Padding.vtt	7.91 kB
7. Convolutional Neural Networks (CNNs) Explained in Detail/5. ReLU.mp4	10.88 MB
7. Convolutional Neural Networks (CNNs) Explained in Detail/5. ReLU.vtt	2.17 kB
7. Convolutional Neural Networks (CNNs) Explained in Detail/6. Pooling.mp4	28.82 MB
7. Convolutional Neural Networks (CNNs) Explained in Detail/6. Pooling.vtt	5.65 kB
7. Convolutional Neural Networks (CNNs) Explained in Detail/7. The Fully Connected Layer.mp4	13.84 MB
7. Convolutional Neural Networks (CNNs) Explained in Detail/7. The Fully Connected Layer.vtt	2.79 kB
7. Convolutional Neural Networks (CNNs) Explained in Detail/8. Training CNNs.mp4	27.16 MB
7. Convolutional Neural Networks (CNNs) Explained in Detail/8. Training CNNs.vtt	3.70 kB
7. Convolutional Neural Networks (CNNs) Explained in Detail/9. Designing Your Own CNN.mp4	24.24 MB
7. Convolutional Neural Networks (CNNs) Explained in Detail/9. Designing Your Own CNN.vtt	4.65 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/1. Building a CNN in Keras.mp4	5.61 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/1. Building a CNN in Keras.vtt	1.21 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/10. Saving and Loading Your Model.mp4	29.51 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/10. Saving and Loading Your Model.vtt	3.92 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/11. Displaying Your Model Visually.mp4	25.44 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/11. Displaying Your Model Visually.vtt	3.77 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/12. Building a Simple Image Classifier using CIFAR10.mp4	74.35 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/12. Building a Simple Image Classifier using CIFAR10.vtt	9.74 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/2. Introduction to Keras & Tensorflow.mp4	73.69 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/2. Introduction to Keras & Tensorflow.vtt	15.47 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/3. Building a Handwriting Recognition CNN.mp4	11.15 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/3. Building a Handwriting Recognition CNN.vtt	2.21 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/4. Loading Our Data.mp4	52.92 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/4. Loading Our Data.vtt	7.45 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/5. Getting our data in ‘Shape’.mp4	33.80 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/5. Getting our data in ‘Shape’.vtt	5.10 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/6. Hot One Encoding.mp4	18.19 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/6. Hot One Encoding.vtt	3.48 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/7. Building & Compiling Our Model.mp4	36.21 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/7. Building & Compiling Our Model.vtt	4.78 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/8. Training Our Classifier.mp4	40.78 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/8. Training Our Classifier.vtt	6.12 kB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/9. Plotting Loss and Accuracy Charts.mp4	25.57 MB
8. Build CNNs in Python using Keras - Handwriting Recognition (MNIST)/9. Plotting Loss and Accuracy Charts.vtt	4.00 kB
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	1.30 kB
9. What CNNs'see Learn to do Filter Visualizations Heatmaps and Salience Maps/2. Saliency Maps & Class Activation Maps.mp4	64.15 MB
9. What CNNs'see Learn to do Filter Visualizations Heatmaps and Salience Maps/2. Saliency Maps & Class Activation Maps.vtt	8.01 kB
9. What CNNs'see Learn to do Filter Visualizations Heatmaps and Salience Maps/3. Saliency Maps & Class Activation Maps.mp4	80.78 MB
9. What CNNs'see Learn to do Filter Visualizations Heatmaps and Salience Maps/3. Saliency Maps & Class Activation Maps.vtt	9.89 kB
9. What CNNs'see Learn to do Filter Visualizations Heatmaps and Salience Maps/4. Filter Visualizations.mp4	89.48 MB
9. What CNNs'see Learn to do Filter Visualizations Heatmaps and Salience Maps/4. Filter Visualizations.vtt	11.68 kB
9. What CNNs'see Learn to do Filter Visualizations Heatmaps and Salience Maps/5. Heat Map Visualizations of Class Activations.mp4	34.22 MB
9. What CNNs'see Learn to do Filter Visualizations Heatmaps and Salience Maps/5. Heat Map Visualizations of Class Activations.vtt	4.39 kB
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