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

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File Name
Size
0. Websites you may like/[CourseClub.ME].url
122 B
0. Websites you may like/[FCS Forum].url
133 B
0. Websites you may like/[FreeCourseSite.com].url
127 B
1. Introduction/1. Course Introduction.mp4
90 MB
1. Introduction/1. Course Introduction.srt
16 kB
10. Data Augmentation Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.mp4
3.9 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.srt
1.5 kB
10. Data Augmentation Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.mp4
104 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.srt
14 kB
10. Data Augmentation Build a Cats vs Dogs Classifier/2.1 datasets.zip.zip
66 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.mp4
45 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.srt
6.2 kB
10. Data Augmentation Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.mp4
44 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.srt
7.4 kB
10. Data Augmentation Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.mp4
52 MB
10. Data Augmentation Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.srt
8.3 kB
11. Confusion Matrix, Classification Report & Viewing Misclassifications/1. Introduction to the Confusion Matrix & Viewing Misclassifications.mp4
2.5 MB
11. Confusion Matrix, Classification Report & Viewing Misclassifications/1. Introduction to the Confusion Matrix & Viewing Misclassifications.srt
917 B
11. Confusion Matrix, Classification Report & Viewing Misclassifications/2. Understanding the Confusion Matrix.mp4
93 MB
11. Confusion Matrix, Classification Report & Viewing Misclassifications/2. Understanding the Confusion Matrix.srt
16 kB
11. Confusion Matrix, Classification Report & Viewing Misclassifications/3. Finding and Viewing Misclassified Data.mp4
44 MB
11. Confusion Matrix, Classification Report & Viewing Misclassifications/3. Finding and Viewing Misclassified Data.srt
8.5 kB
12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.mp4
3.4 MB
12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.srt
1.0 kB
12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/2. Types Optimizers and Adaptive Learning Rate Methods.mp4
67 MB
12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/2. Types Optimizers and Adaptive Learning Rate Methods.srt
11 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 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.srt
9.4 kB
12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4. Build a Fruit Classifier.mp4
93 MB
12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4. Build a Fruit Classifier.srt
12 kB
12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4.1 fruits-360.tar.gz.gz
376 MB
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.mp4
2.8 MB
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.srt
860 B
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/2. Build LeNet and test on MNIST.mp4
32 MB
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/2. Build LeNet and test on MNIST.srt
4.4 kB
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/3. Build AlexNet and test on CIFAR10.mp4
42 MB
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/3. Build AlexNet and test on CIFAR10.srt
6.3 kB
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/4. Batch Normalization.mp4
23 MB
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/4. Batch Normalization.srt
4.2 kB
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/5. Build a Clothing & Apparel Classifier (Fashion MNIST).mp4
56 MB
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/5. Build a Clothing & Apparel Classifier (Fashion MNIST).srt
8.4 kB
13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/5.1 fashion_mnist.tar.gz.gz
29 MB
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/1. Chapter Introduction.mp4
2.9 MB
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/1. Chapter Introduction.srt
856 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 MB
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/2. ImageNet - Experimenting with pre-trained Models in Keras (VGG16, ResNet50, Mobi.srt
12 kB
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/3. Understanding VGG16 and VGG19.mp4
14 MB
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/3. Understanding VGG16 and VGG19.srt
2.4 kB
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/4. Understanding ResNet50.mp4
9.8 MB
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/4. Understanding ResNet50.srt
2.1 kB
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/5. Understanding InceptionV3.mp4
14 MB
14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/5. Understanding InceptionV3.srt
3.5 kB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/1. Chapter Introduction.mp4
2.3 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/1. Chapter Introduction.srt
813 B
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.mp4
45 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.srt
9.3 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 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.srt
18 kB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3.1 17_flowers.tar.gz.gz
58 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
82 MB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4. Build a Flower Classifier with VGG16 using Transfer Learning.srt
11 kB
15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4.1 monkey_breed.zip.zip
547 MB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/1. Chapter Introduction.mp4
1.9 MB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/1. Chapter Introduction.srt
636 B
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/2. Introducing LittleVGG.mp4
12 MB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/2. Introducing LittleVGG.srt
2.0 kB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3. Simpsons Character Recognition using LittleVGG.mp4
100 MB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3. Simpsons Character Recognition using LittleVGG.srt
13 kB
16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3.1 simpsons.tar.gz.gz
550 MB
17. Advanced Activation Functions and Initializations/1. Chapter Introduction.mp4
2.1 MB
17. Advanced Activation Functions and Initializations/1. Chapter Introduction.srt
659 B
17. Advanced Activation Functions and Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.mp4
32 MB
17. Advanced Activation Functions and Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.srt
6.7 kB
17. Advanced Activation Functions and Initializations/3. Advanced Initializations.mp4
15 MB
17. Advanced Activation Functions and Initializations/3. Advanced Initializations.srt
3.6 kB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/1. Chapter Introduction.mp4
4.6 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/1. Chapter Introduction.srt
1.3 kB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2. Build an Emotion, Facial Expression Detector.mp4
202 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2. Build an Emotion, Facial Expression Detector.srt
26 kB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2.1 fer2013.zip.zip
143 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.mp4
261 MB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.srt
31 kB
18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3.1 age-gender-estimation.tar.gz.gz
552 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
2.9 MB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/1. Chapter Overview on Image Segmentation & Medical Imaging in U-Net.srt
891 B
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/2. What is Segmentation And Applications in Medical Imaging.mp4
30 MB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/2. What is Segmentation And Applications in Medical Imaging.srt
5.6 kB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/3. U-Net Image Segmentation with CNNs.mp4
30 MB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/3. U-Net Image Segmentation with CNNs.srt
5.0 kB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/4. The Intersection over Union (IoU) Metric.mp4
43 MB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/4. The Intersection over Union (IoU) Metric.srt
6.3 kB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5. Finding the Nuclei in Divergent Images.mp4
171 MB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5. Finding the Nuclei in Divergent Images.srt
21 kB
19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5.1 U_NET.zip.zip
90 MB
2. Introduction to Computer Vision & Deep Learning/1. Introduction to Computer Vision & Deep Learning.mp4
3.1 MB
2. Introduction to Computer Vision & Deep Learning/1. Introduction to Computer Vision & Deep Learning.srt
863 B
2. Introduction to Computer Vision & Deep Learning/2. What is Computer Vision and What Makes it Hard.mp4
60 MB
2. Introduction to Computer Vision & Deep Learning/2. What is Computer Vision and What Makes it Hard.srt
8.6 kB
2. Introduction to Computer Vision & Deep Learning/3. What are Images.mp4
59 MB
2. Introduction to Computer Vision & Deep Learning/3. What are Images.srt
11 kB
2. Introduction to Computer Vision & Deep Learning/4. Intro to OpenCV, OpenVINO™ & their Limitations.mp4
41 MB
2. Introduction to Computer Vision & Deep Learning/4. Intro to OpenCV, OpenVINO™ & their Limitations.srt
9.2 kB
20. Principles of Object Detection/1. Chapter Introduction.mp4
3.4 MB
20. Principles of Object Detection/1. Chapter Introduction.srt
1.1 kB
20. Principles of Object Detection/2. Object Detection Introduction - Sliding Windows with HOGs.mp4
52 MB
20. Principles of Object Detection/2. Object Detection Introduction - Sliding Windows with HOGs.srt
7.7 kB
20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.mp4
136 MB
20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.srt
21 kB
20. Principles of Object Detection/4. Single Shot Detectors (SSDs).mp4
12 MB
20. Principles of Object Detection/4. Single Shot Detectors (SSDs).srt
2.7 kB
20. Principles of Object Detection/5. YOLO to YOLOv3.mp4
33 MB
20. Principles of Object Detection/5. YOLO to YOLOv3.srt
5.3 kB
21. TensorFlow Object Detection API/1. Chapter Introduction.mp4
2.4 MB
21. TensorFlow Object Detection API/1. Chapter Introduction.srt
765 B
21. TensorFlow Object Detection API/2. TFOD API Install and Setup.mp4
48 MB
21. TensorFlow Object Detection API/2. TFOD API Install and Setup.srt
6.6 kB
21. TensorFlow Object Detection API/2.1 Download the code (for those not using the Virtual Machine).html
108 B
21. TensorFlow Object Detection API/3. Experiment with a ResNet SSD on images, webcam and videos.mp4
84 MB
21. TensorFlow Object Detection API/3. Experiment with a ResNet SSD on images, webcam and videos.srt
10 kB
21. TensorFlow Object Detection API/4. How to Train a TFOD Model.mp4
74 MB
21. TensorFlow Object Detection API/4. How to Train a TFOD Model.srt
12 kB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/1. Chapter Introduction.mp4
2.5 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/1. Chapter Introduction.srt
658 B
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.mp4
52 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.srt
7.6 kB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2.1 Guide to the MacOS Install.html
124 B
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2.2 Download the YOLO files (if not using the VM).html
108 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 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/3. Experiment with YOLO on still images, webcam and videos.srt
12 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 MB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4. Build your own YOLO Object Detector - Detecting London Underground Signs.srt
22 kB
22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4.1 LondonUnderground_train.tar.gz.gz
5.1 MB
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.srt
496 B
23. DeepDream & Neural Style Transfers Make AI Generated Art/2. DeepDream – How AI Generated Art All Started.mp4
84 MB
23. DeepDream & Neural Style Transfers Make AI Generated Art/2. DeepDream – How AI Generated Art All Started.srt
11 kB
23. DeepDream & Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.mp4
125 MB
23. DeepDream & Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.srt
17 kB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/1. Generative Adverserial Neural Networks Chapter Overview.mp4
4.6 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/1. Generative Adverserial Neural Networks Chapter Overview.srt
1.2 kB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/2. Introduction To GANs.mp4
85 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/2. Introduction To GANs.srt
17 kB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/3. Mathematics of GANs.mp4
27 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/3. Mathematics of GANs.srt
5.2 kB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/4. Implementing GANs in Keras.mp4
96 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/4. Implementing GANs in Keras.srt
16 kB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5. Face Aging GAN.mp4
47 MB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5. Face Aging GAN.srt
7.5 kB
24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5.1 GenerativeNetworks.tar.gz.gz
117 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
121 MB
25. Face Recognition with VGGFace/2. Face Matching with VGGFace.html
1.1 kB
25. Face Recognition with VGGFace/2.1 vgg_face_weights.h5.tar.gz.gz
521 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
3.2 MB
26. The Computer Vision World/1. Chapter Introduction.srt
1.0 kB
26. The Computer Vision World/2. Alternative Frameworks PyTorch, MXNet, Caffe, Theano & OpenVINO.mp4
23 MB
26. The Computer Vision World/2. Alternative Frameworks PyTorch, MXNet, Caffe, Theano & OpenVINO.srt
4.6 kB
26. The Computer Vision World/3. Popular APIs Google, Microsoft, ClarifAI Amazon Rekognition and others.mp4
8.6 MB
26. The Computer Vision World/3. Popular APIs Google, Microsoft, ClarifAI Amazon Rekognition and others.srt
1.6 kB
26. The Computer Vision World/4. Popular Computer Vision Conferences & Finding Datasets.mp4
20 MB
26. The Computer Vision World/4. Popular Computer Vision Conferences & Finding Datasets.srt
3.5 kB
26. The Computer Vision World/5. Building a Deep Learning Machine vs. Cloud GPUs.mp4
28 MB
26. The Computer Vision World/5. Building a Deep Learning Machine vs. Cloud GPUs.srt
5.6 kB
27. BONUS - Build a Credit Card Number Reader/1. Step 1 - Creating a Credit Card Number Dataset.html
12 kB
27. BONUS - Build a Credit Card Number Reader/1.1 Credit-Card Number Identification.zip.zip
128 kB
27. BONUS - Build a Credit Card Number Reader/2. Step 2 - Training Our Model.html
4.7 kB
27. BONUS - Build a Credit Card Number Reader/3. Step 3 - Extracting A Credit Card from the Background.html
8.0 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
4.1 kB
28. BONUS - Use Cloud GPUs on PaperSpace/1. Why use Cloud GPUs and How to Setup a PaperSpace Gradient Notebook.html
15 kB
28. BONUS - Use Cloud GPUs on PaperSpace/2. Train a AlexNet on PaperSpace.html
6.9 kB
28. BONUS - Use Cloud GPUs on PaperSpace/2.1 AlexNet CIFAR10.zip.zip
30 kB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/1. Install and Run Flask.html
5.0 kB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/1.1 CVApiWebAPp.tar.gz.gz
7.7 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
6.7 kB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/3. Running Your Computer Vision API.html
4.8 kB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/4. Setting Up An AWS Account.html
1.7 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
6.9 kB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/6. Changing your EC2 Security Group.html
1.6 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
4.7 kB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/8. Running your CV Web App on EC2.html
2.4 kB
29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/9. Running your CV API on EC2.html
3.1 kB
3. Setup Your FREE Deep Learning Development Virtual Machine/1. Setting up your Deep Learning Virtual Machine (Download Code, VM & Slides here!).mp4
77 MB
3. Setup Your FREE Deep Learning Development Virtual Machine/1. Setting up your Deep Learning Virtual Machine (Download Code, VM & Slides here!).srt
14 kB
3. Setup Your FREE Deep Learning Development Virtual Machine/1.1 Download Your Deep Learning Virtual Machine HERE.html
143 B
3. Setup Your FREE Deep Learning Development Virtual Machine/1.2 DeepLearningCV2.tar.gz.gz
643 MB
3. Setup Your FREE Deep Learning Development Virtual Machine/1.3 Master Deep Learning Computer Vision Slides.pdf.pdf
56 MB
3. Setup Your FREE Deep Learning Development Virtual Machine/1.4 MIRROR - Download Your Deep Learning Virtual Machine HERE.html
108 B
3. Setup Your FREE Deep Learning Development Virtual Machine/1.5 Slides - Deep-Learning-Computer-Vision.pdf.pdf
56 MB
3. Setup Your FREE Deep Learning Development Virtual Machine/2. Optional - Troubleshooting Guide for VM Setup & for resolving some MacOS Issues.html
6.7 kB
3. Setup Your FREE Deep Learning Development Virtual Machine/3. Optional - Manual Setup of Ubuntu Virtual Machine.html
3.5 kB
3. Setup Your FREE Deep Learning Development Virtual Machine/4. Optional - Setting up a shared drive with your Host OS.html
2.9 kB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/1. Get Started! Handwriting Recognition, Simple Object Classification OpenCV Demo.mp4
7.5 MB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/1. Get Started! Handwriting Recognition, Simple Object Classification OpenCV Demo.srt
900 B
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/2. Experiment with a Handwriting Classifier.mp4
67 MB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/2. Experiment with a Handwriting Classifier.srt
8.2 kB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/3. Experiment with a Image Classifier.mp4
27 MB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/3. Experiment with a Image Classifier.srt
4.3 kB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/4. OpenCV Demo – Live Sketch with Webcam.mp4
41 MB
4. Handwriting Recognition, Simple Object Classification OpenCV Demo/4. OpenCV Demo – Live Sketch with Webcam.srt
5.5 kB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1. Setup OpenCV.mp4
14 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1. Setup OpenCV.srt
2.2 kB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1.1 MasterOpenCV.tar.gz.gz
47 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 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/10. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.srt
3.4 kB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/11. Image Translations - Moving Images Up, Down. Left And Right.mp4
18 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/11. Image Translations - Moving Images Up, Down. Left And Right.srt
4.0 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 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/12. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.srt
4.6 kB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/13. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.mp4
37 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/13. Scaling, Re-sizing and Interpolations - Understand How Re-Sizing Affects Quality.srt
6.6 kB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/14. Image Pyramids - Another Way of Re-Sizing.mp4
14 MB
5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/14. Image Pyramids - Another Way of Re-Sizing.srt
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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
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/16. Arithmetic Operations - Brightening and Darkening Images.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/17. Bitwise Operations - How Image Masking Works.mp4
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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
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/19. Sharpening - Reverse Your Images Blurs.mp4
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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/20. Thresholding (Binarization) - Making Certain Images Areas Black or White.mp4
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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/22. Edge Detection using Image Gradients & Canny Edge Detection.mp4
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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
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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
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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
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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/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/28. Matching Contour Shapes - Match Shapes In Images Even When Distorted.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).mp4
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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.srt
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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
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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.srt
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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
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/33. Mini Project 3 - Counting Circles and Ellipses.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/34. Object Detection Overview.mp4
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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
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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/37. Finding Corners - Why Corners In Images Are Important to Object Detection.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.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.mp4
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/4. Storing Images on Computers.mp4
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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
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/40.1 Lecture 6.2 and 6.3.tar.gz.gz
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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
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5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/41.1 Lecture 6.2 and 6.3.tar.gz.gz
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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/6. Grayscaling - Converting Color Images To Shades of Gray.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.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.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.mp4
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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/10. Epochs, Iterations and Batch Sizes.mp4
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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/12. Review and Best Practices.mp4
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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/3. Neural Networks Explained.mp4
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6. Neural Networks Explained in Detail/4. Forward Propagation.mp4
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6. Neural Networks Explained in Detail/5. Activation Functions.mp4
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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/8. Backpropagation & Learning Rates – A Worked Example.mp4
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6. Neural Networks Explained in Detail/9. Regularization, Overfitting, Generalization and Test Datasets.mp4
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7. Convolutional Neural Networks (CNNs) Explained in Detail/1. Convolutional Neural Networks Chapter Overview.mp4
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7. Convolutional Neural Networks (CNNs) Explained in Detail/2. Convolutional Neural Networks Introduction.mp4
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7. Convolutional Neural Networks (CNNs) Explained in Detail/3. Convolutions & Image Features.mp4
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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/7. The Fully Connected Layer.mp4
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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/9. Designing Your Own CNN.mp4
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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)/10. Saving and Loading Your Model.mp4
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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)/12. Building a Simple Image Classifier using CIFAR10.mp4
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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)/3. Building a Handwriting Recognition CNN.mp4
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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)/5. Getting our data in ‘Shape’.mp4
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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)/7. Building & Compiling Our Model.mp4
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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)/9. Plotting Loss and Accuracy Charts.mp4
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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
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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/3. Saliency Maps & Class Activation Maps.mp4
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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/5. Heat Map Visualizations of Class Activations.mp4
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