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

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

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355

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11.11GB

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2020-08-13

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FreeCourseSite com Udemy Deep Learning Computer Vision™CNN OpenCV YOLO SSD GANs

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File Name

Size

1. Introduction/1. Course Introduction.mp4

90.21MB

1. Introduction/1. Course Introduction.vtt

13.76KB

10. Data Augmentation Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.mp4

3.92MB

10. Data Augmentation Build a Cats vs Dogs Classifier/1. Data Augmentation Chapter Overview.vtt

1.33KB

10. Data Augmentation Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.mp4

103.83MB

10. Data Augmentation Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.vtt

12.26KB

10. Data Augmentation Build a Cats vs Dogs Classifier/2.1 datasets.zip.zip

65.69MB

10. Data Augmentation Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.mp4

44.78MB

10. Data Augmentation Build a Cats vs Dogs Classifier/3. Train a Cats vs. Dogs Classifier.vtt

5.33KB

10. Data Augmentation Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.mp4

43.51MB

10. Data Augmentation Build a Cats vs Dogs Classifier/4. Boosting Accuracy with Data Augmentation.vtt

6.48KB

10. Data Augmentation Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.mp4

52.51MB

10. Data Augmentation Build a Cats vs Dogs Classifier/5. Types of Data Augmentation.vtt

7.17KB

11. Confusion Matrix, Classification Report & Viewing Misclassifications/1. Introduction to the Confusion Matrix & Viewing Misclassifications.mp4

2.54MB

11. Confusion Matrix, Classification Report & Viewing Misclassifications/1. Introduction to the Confusion Matrix & Viewing Misclassifications.vtt

818B

11. Confusion Matrix, Classification Report & Viewing Misclassifications/2. Understanding the Confusion Matrix.mp4

93.03MB

11. Confusion Matrix, Classification Report & Viewing Misclassifications/2. Understanding the Confusion Matrix.vtt

14.18KB

11. Confusion Matrix, Classification Report & Viewing Misclassifications/3. Finding and Viewing Misclassified Data.mp4

44.37MB

11. Confusion Matrix, Classification Report & Viewing Misclassifications/3. Finding and Viewing Misclassified Data.vtt

7.31KB

12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.mp4

3.42MB

12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/1. Introduction to the types of Optimizers, Learning Rates & Callbacks.vtt

932B

12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/2. Types Optimizers and Adaptive Learning Rate Methods.mp4

67.23MB

12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/2. Types Optimizers and Adaptive Learning Rate Methods.vtt

9.57KB

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

51.15MB

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

8.25KB

12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4. Build a Fruit Classifier.mp4

92.95MB

12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4. Build a Fruit Classifier.vtt

9.92KB

12. Types of Optimizers, Learning Rates & Callbacks Build a Fruit Classifier/4.1 fruits-360.tar.gz.gz

376.04MB

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.mp4

2.76MB

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/1. Intro to Building LeNet, AlexNet in Keras & Understand Batch Normalization.vtt

773B

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/2. Build LeNet and test on MNIST.mp4

32.13MB

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/2. Build LeNet and test on MNIST.vtt

3.8KB

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/3. Build AlexNet and test on CIFAR10.mp4

42.16MB

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/3. Build AlexNet and test on CIFAR10.vtt

5.39KB

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/4. Batch Normalization.mp4

23.17MB

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/4. Batch Normalization.vtt

3.75KB

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/5. Build a Clothing & Apparel Classifier (Fashion MNIST).mp4

56.34MB

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/5. Build a Clothing & Apparel Classifier (Fashion MNIST).vtt

7.32KB

13. Batch Normalization & Build LeNet, AlexNet Build a FashionClothes Classifier/5.1 fashion_mnist.tar.gz.gz

29.45MB

14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/1. Chapter Introduction.mp4

2.9MB

14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/1. Chapter Introduction.vtt

757B

14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/2. ImageNet - Experimenting with pre-trained Models in Keras (VGG16, ResNet50, Mobi.mp4

82.05MB

14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/2. ImageNet - Experimenting with pre-trained Models in Keras (VGG16, ResNet50, Mobi.vtt

10.22KB

14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/3. Understanding VGG16 and VGG19.mp4

14.44MB

14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/3. Understanding VGG16 and VGG19.vtt

2.11KB

14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/4. Understanding ResNet50.mp4

9.76MB

14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/4. Understanding ResNet50.vtt

1.83KB

14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/5. Understanding InceptionV3.mp4

14.35MB

14. ImageNet in Keras (VGG1619, InceptionV3, ResNet50) - Advanced Image Classiers/5. Understanding InceptionV3.vtt

3.11KB

15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/1. Chapter Introduction.mp4

2.27MB

15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/1. Chapter Introduction.vtt

726B

15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.mp4

44.92MB

15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/2. What is Transfer Learning and Fine Tuning.vtt

8.14KB

15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3. Build a Monkey Breed Classifier with MobileNet using Transfer Learning.mp4

135.31MB

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

15.11KB

15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/3.1 17_flowers.tar.gz.gz

57.54MB

15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4. Build a Flower Classifier with VGG16 using Transfer Learning.mp4

81.96MB

15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4. Build a Flower Classifier with VGG16 using Transfer Learning.vtt

81.97MB

15. Transfer Learning and Fine Tuning Build a Flower and Monkey Breed Classifier/4.1 monkey_breed.zip.zip

546.68MB

16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/1. Chapter Introduction.mp4

1.85MB

16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/1. Chapter Introduction.vtt

561B

16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/2. Introducing LittleVGG.mp4

11.45MB

16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/2. Introducing LittleVGG.vtt

1.72KB

16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3. Simpsons Character Recognition using LittleVGG.mp4

99.6MB

16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3. Simpsons Character Recognition using LittleVGG.vtt

10.75KB

16. Design Your Own CNN - LittleVGG Build a Simpsons Character Classifier/3.1 simpsons.tar.gz.gz

549.54MB

17. Advanced Activation Functions and Initializations/1. Chapter Introduction.mp4

2.09MB

17. Advanced Activation Functions and Initializations/1. Chapter Introduction.vtt

584B

17. Advanced Activation Functions and Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.mp4

32.33MB

17. Advanced Activation Functions and Initializations/2. Dying ReLU Problem and Introduction to Leaky ReLU, ELU and PReLUs.vtt

5.86KB

17. Advanced Activation Functions and Initializations/3. Advanced Initializations.mp4

14.96MB

17. Advanced Activation Functions and Initializations/3. Advanced Initializations.vtt

3.16KB

18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/1. Chapter Introduction.mp4

4.57MB

18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/1. Chapter Introduction.vtt

1.15KB

18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2. Build an Emotion, Facial Expression Detector.mp4

201.96MB

18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2. Build an Emotion, Facial Expression Detector.vtt

21.98KB

18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/2.1 fer2013.zip.zip

143.26MB

18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.mp4

260.79MB

18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3. Build EmotionAgeGender Recognition in our Deep Surveillance Monitor.vtt

26.21KB

18. Deep Surveillance Build a Facial Emotion, Age & Gender Recognition System/3.1 age-gender-estimation.tar.gz.gz

552.2MB

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/1. Chapter Overview on Image Segmentation & Medical Imaging in U-Net.mp4

2.92MB

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/1. Chapter Overview on Image Segmentation & Medical Imaging in U-Net.vtt

804B

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/2. What is Segmentation And Applications in Medical Imaging.mp4

29.65MB

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/2. What is Segmentation And Applications in Medical Imaging.vtt

4.95KB

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/3. U-Net Image Segmentation with CNNs.mp4

30.47MB

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/3. U-Net Image Segmentation with CNNs.vtt

4.41KB

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/4. The Intersection over Union (IoU) Metric.mp4

42.97MB

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/4. The Intersection over Union (IoU) Metric.vtt

5.51KB

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5. Finding the Nuclei in Divergent Images.mp4

171.06MB

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5. Finding the Nuclei in Divergent Images.vtt

18.03KB

19. Image Segmentation & Medical Imaging in U-Net Find Nuclei in Images/5.1 U_NET.zip.zip

89.95MB

2. Introduction to Computer Vision & Deep Learning/1. Introduction to Computer Vision & Deep Learning.mp4

3.12MB

2. Introduction to Computer Vision & Deep Learning/1. Introduction to Computer Vision & Deep Learning.vtt

776B

2. Introduction to Computer Vision & Deep Learning/2. What is Computer Vision and What Makes it Hard.mp4

60.12MB

2. Introduction to Computer Vision & Deep Learning/2. What is Computer Vision and What Makes it Hard.vtt

7.45KB

2. Introduction to Computer Vision & Deep Learning/3. What are Images.mp4

58.79MB

2. Introduction to Computer Vision & Deep Learning/3. What are Images.vtt

9.29KB

2. Introduction to Computer Vision & Deep Learning/4. Intro to OpenCV, OpenVINO™ & their Limitations.mp4

41.46MB

2. Introduction to Computer Vision & Deep Learning/4. Intro to OpenCV, OpenVINO™ & their Limitations.vtt

8.1KB

20. Principles of Object Detection/1. Chapter Introduction.mp4

3.39MB

20. Principles of Object Detection/1. Chapter Introduction.vtt

1.01KB

20. Principles of Object Detection/2. Object Detection Introduction - Sliding Windows with HOGs.mp4

51.65MB

20. Principles of Object Detection/2. Object Detection Introduction - Sliding Windows with HOGs.vtt

6.78KB

20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.mp4

135.88MB

20. Principles of Object Detection/3. R-CNN, Fast R-CNN, Faster R-CNN and Mask R-CNN.vtt

18.26KB

20. Principles of Object Detection/4. Single Shot Detectors (SSDs).mp4

12.46MB

20. Principles of Object Detection/4. Single Shot Detectors (SSDs).vtt

2.4KB

20. Principles of Object Detection/5. YOLO to YOLOv3.mp4

33.09MB

20. Principles of Object Detection/5. YOLO to YOLOv3.vtt

4.66KB

21. TensorFlow Object Detection API/1. Chapter Introduction.mp4

2.46MB

21. TensorFlow Object Detection API/1. Chapter Introduction.vtt

690B

21. TensorFlow Object Detection API/2. TFOD API Install and Setup.mp4

47.57MB

21. TensorFlow Object Detection API/2. TFOD API Install and Setup.vtt

5.85KB

21. TensorFlow Object Detection API/2.1 Download the code (for those not using the Virtual Machine).html

108B

21. TensorFlow Object Detection API/3. Experiment with a ResNet SSD on images, webcam and videos.mp4

83.56MB

21. TensorFlow Object Detection API/3. Experiment with a ResNet SSD on images, webcam and videos.vtt

8.58KB

21. TensorFlow Object Detection API/4. How to Train a TFOD Model.mp4

74.21MB

21. TensorFlow Object Detection API/4. How to Train a TFOD Model.vtt

10.29KB

22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/1. Chapter Introduction.mp4

2.52MB

22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/1. Chapter Introduction.vtt

595B

22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.mp4

51.66MB

22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2. Setting up and install Yolo DarkNet and DarkFlow.vtt

6.43KB

22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/2.1 Download the YOLO files (if not using the VM).html

108B

22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/3. Experiment with YOLO on still images, webcam and videos.mp4

104.49MB

22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/3. Experiment with YOLO on still images, webcam and videos.vtt

10.39KB

22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4. Build your own YOLO Object Detector - Detecting London Underground Signs.mp4

159.12MB

22. Object Detection with YOLO & Darkflow Build a London Underground Sign Detector/4. Build your own YOLO Object Detector - Detecting London Underground Signs.vtt

19KB

23. DeepDream & Neural Style Transfers Make AI Generated Art/1. Chapter Introduction.mp4

1.5MB

23. DeepDream & Neural Style Transfers Make AI Generated Art/1. Chapter Introduction.vtt

445B

23. DeepDream & Neural Style Transfers Make AI Generated Art/2. DeepDream – How AI Generated Art All Started.mp4

83.97MB

23. DeepDream & Neural Style Transfers Make AI Generated Art/2. DeepDream – How AI Generated Art All Started.vtt

9.88KB

23. DeepDream & Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.mp4

124.76MB

23. DeepDream & Neural Style Transfers Make AI Generated Art/3. Neural Style Transfer.vtt

15KB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/1. Generative Adverserial Neural Networks Chapter Overview.mp4

4.65MB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/1. Generative Adverserial Neural Networks Chapter Overview.vtt

1.05KB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/2. Introduction To GANs.mp4

85.35MB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/2. Introduction To GANs.vtt

14.29KB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/3. Mathematics of GANs.mp4

27.16MB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/3. Mathematics of GANs.vtt

4.54KB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/4. Implementing GANs in Keras.mp4

96.36MB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/4. Implementing GANs in Keras.vtt

13.44KB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5. Face Aging GAN.mp4

46.77MB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5. Face Aging GAN.vtt

6.46KB

24. Generative Adversarial Networks (GANs) Age Faces to 60+ Age with our Age-cGAN/5.1 GenerativeNetworks.tar.gz.gz

116.98MB

25. Face Recognition with VGGFace/1. Basic Face Recognition using LittleVGG CNN.html

997B

25. Face Recognition with VGGFace/1.1 25. Face Recognition All Notebooks.tar.gz.gz

120.75MB

25. Face Recognition with VGGFace/2. Face Matching with VGGFace.html

1.07KB

25. Face Recognition with VGGFace/2.1 vgg_face_weights.h5.tar.gz.gz

520.71MB

25. Face Recognition with VGGFace/3. Face Recognition using WebCam & Identifying Friends TV Show Characters in Video.html

441B

26. The Computer Vision World/1. Chapter Introduction.mp4

3.21MB

26. The Computer Vision World/1. Chapter Introduction.vtt

948B

26. The Computer Vision World/2. Alternative Frameworks PyTorch, MXNet, Caffe, Theano & OpenVINO.mp4

22.99MB

26. The Computer Vision World/2. Alternative Frameworks PyTorch, MXNet, Caffe, Theano & OpenVINO.vtt

4.07KB

26. The Computer Vision World/3. Popular APIs Google, Microsoft, ClarifAI Amazon Rekognition and others.mp4

8.57MB

26. The Computer Vision World/3. Popular APIs Google, Microsoft, ClarifAI Amazon Rekognition and others.vtt

1.38KB

26. The Computer Vision World/4. Popular Computer Vision Conferences & Finding Datasets.mp4

19.59MB

26. The Computer Vision World/4. Popular Computer Vision Conferences & Finding Datasets.vtt

3.1KB

26. The Computer Vision World/5. Building a Deep Learning Machine vs. Cloud GPUs.mp4

28.23MB

26. The Computer Vision World/5. Building a Deep Learning Machine vs. Cloud GPUs.vtt

4.89KB

27. BONUS - Build a Credit Card Number Reader/1. Step 1 - Creating a Credit Card Number Dataset.html

12.3KB

27. BONUS - Build a Credit Card Number Reader/1.1 Credit-Card Number Identification.zip.zip

128.45KB

27. BONUS - Build a Credit Card Number Reader/2. Step 2 - Training Our Model.html

4.72KB

27. BONUS - Build a Credit Card Number Reader/3. Step 3 - Extracting A Credit Card from the Background.html

7.97KB

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

4.1KB

28. BONUS - Use Cloud GPUs on PaperSpace/1. Why use Cloud GPUs and How to Setup a PaperSpace Gradient Notebook.html

15.03KB

28. BONUS - Use Cloud GPUs on PaperSpace/2. Train a AlexNet on PaperSpace.html

6.89KB

28. BONUS - Use Cloud GPUs on PaperSpace/2.1 AlexNet CIFAR10.zip.zip

29.6KB

29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/1. Install and Run Flask.html

5.01KB

29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/1.1 CVApiWebAPp.tar.gz.gz

7.7MB

29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/2. Running Your Computer Vision Web App on Flask Locally.html

6.64KB

29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/3. Running Your Computer Vision API.html

4.79KB

29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/4. Setting Up An AWS Account.html

1.74KB

29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/5. Setting Up Your AWS EC2 Instance & Installing Keras, TensorFlow, OpenCV & Flask.html

6.88KB

29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/6. Changing your EC2 Security Group.html

1.59KB

29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/7. Using FileZilla to transfer files to your EC2 Instance.html

4.73KB

29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/8. Running your CV Web App on EC2.html

2.45KB

29. BONUS - Create a Computer Vision API & Web App Using Flask and AWS/9. Running your CV API on EC2.html

3.13KB

3. Setup Your FREE Deep Learning Development Virtual Machine/1. Setting up your Deep Learning Virtual Machine (Download Code, VM & Slides here!).mp4

77.4MB

3. Setup Your FREE Deep Learning Development Virtual Machine/1. Setting up your Deep Learning Virtual Machine (Download Code, VM & Slides here!).vtt

12.3KB

3. Setup Your FREE Deep Learning Development Virtual Machine/1.1 Download Your Deep Learning Virtual Machine HERE.html

143B

3. Setup Your FREE Deep Learning Development Virtual Machine/1.2 Master Deep Learning Computer Vision Slides.pdf.pdf

56.54MB

3. Setup Your FREE Deep Learning Development Virtual Machine/1.3 DeepLearningCV2.tar.gz.gz

643.19MB

3. Setup Your FREE Deep Learning Development Virtual Machine/1.4 MIRROR - Download Your Deep Learning Virtual Machine HERE.html

108B

3. Setup Your FREE Deep Learning Development Virtual Machine/2. Optional - Troubleshooting Guide for VM Setup & for resolving some MacOS Issues.html

5.86KB

3. Setup Your FREE Deep Learning Development Virtual Machine/3. Optional - Manual Setup of Ubuntu Virtual Machine.html

3.52KB

3. Setup Your FREE Deep Learning Development Virtual Machine/4. Optional - Setting up a shared drive with your Host OS.html

2.92KB

4. Handwriting Recognition, Simple Object Classification OpenCV Demo/1. Get Started! Handwriting Recognition, Simple Object Classification OpenCV Demo.mp4

7.48MB

4. Handwriting Recognition, Simple Object Classification OpenCV Demo/1. Get Started! Handwriting Recognition, Simple Object Classification OpenCV Demo.vtt

801B

4. Handwriting Recognition, Simple Object Classification OpenCV Demo/2. Experiment with a Handwriting Classifier.mp4

67.3MB

4. Handwriting Recognition, Simple Object Classification OpenCV Demo/2. Experiment with a Handwriting Classifier.vtt

7.08KB

4. Handwriting Recognition, Simple Object Classification OpenCV Demo/3. Experiment with a Image Classifier.mp4

27.3MB

4. Handwriting Recognition, Simple Object Classification OpenCV Demo/3. Experiment with a Image Classifier.vtt

3.69KB

4. Handwriting Recognition, Simple Object Classification OpenCV Demo/4. OpenCV Demo – Live Sketch with Webcam.mp4

41.17MB

4. Handwriting Recognition, Simple Object Classification OpenCV Demo/4. OpenCV Demo – Live Sketch with Webcam.vtt

4.71KB

5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1. Setup OpenCV.mp4

13.91MB

5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1. Setup OpenCV.vtt

1.89KB

5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/1.1 MasterOpenCV.tar.gz.gz

47.11MB

5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/10. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.mp4

11.05MB

5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/10. Transformations, Affine And Non-Affine - The Many Ways We Can Change Images.vtt

3.07KB

5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/11. Image Translations - Moving Images Up, Down. Left And Right.mp4

18.51MB

5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/11. Image Translations - Moving Images Up, Down. Left And Right.vtt

3.51KB

5. OpenCV3 Tutorial (OPTIONAL) - Live Sketches, Identify Shapes & Face Detection/12. Rotations - How To Spin Your Image Around And Do Horizontal Flipping.mp4

23.09MB

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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/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

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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.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

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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

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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/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

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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).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

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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.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/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

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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/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/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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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/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/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/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/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)/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)/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)/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)/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)/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)/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/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/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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