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[FreeCourseSite.com] Udemy - Modern Computer Vision™ PyTorch, Tensorflow2 Keras & OpenCV4

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FreeCourseSite com Udemy Modern Computer Vision™PyTorch Tensorflow2 Keras OpenCV4

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File Name

Size

0. Websites you may like/[CourseClub.Me].url

122B

0. Websites you may like/[FreeCourseSite.com].url

127B

0. Websites you may like/[GigaCourse.Com].url

49B

1. Introduction/1. Course Introduction.mp4

82.94MB

1. Introduction/1. Course Introduction.srt

17.21KB

1. Introduction/2. Course Overview.mp4

63.77MB

1. Introduction/2. Course Overview.srt

16.17KB

1. Introduction/3. What Makes Computer Vision Hard.mp4

46.16MB

1. Introduction/3. What Makes Computer Vision Hard.srt

9.39KB

1. Introduction/4. What are Images.mp4

44.22MB

1. Introduction/4. What are Images.srt

10.71KB

10. OpenCV - Working With Video/1. Using Your Webcam and Creating a Live Sketch of Yourself.mp4

66.54MB

10. OpenCV - Working With Video/1. Using Your Webcam and Creating a Live Sketch of Yourself.srt

11.54KB

10. OpenCV - Working With Video/2. Opening Video Files in OpenCV.mp4

33.99MB

10. OpenCV - Working With Video/2. Opening Video Files in OpenCV.srt

6.69KB

10. OpenCV - Working With Video/3. Saving or Recording Videos in OpenCV.mp4

35.77MB

10. OpenCV - Working With Video/3. Saving or Recording Videos in OpenCV.srt

4.75KB

10. OpenCV - Working With Video/4. Video Streams and CCTV - RTSP and IP.mp4

42.09MB

10. OpenCV - Working With Video/4. Video Streams and CCTV - RTSP and IP.srt

6.45KB

10. OpenCV - Working With Video/5. Auto Reconnect to Video Streams.mp4

36.24MB

10. OpenCV - Working With Video/5. Auto Reconnect to Video Streams.srt

4.39KB

10. OpenCV - Working With Video/6. Capturing Video using Screenshots.mp4

46.3MB

10. OpenCV - Working With Video/6. Capturing Video using Screenshots.srt

7.17KB

10. OpenCV - Working With Video/7. Importing YouTube Videos into OpenCV.mp4

64.89MB

10. OpenCV - Working With Video/7. Importing YouTube Videos into OpenCV.srt

9.59KB

11. Deep Learning in Computer Vision Introduction/1. Introduction to Convolution Neural Networks.mp4

15.87MB

11. Deep Learning in Computer Vision Introduction/1. Introduction to Convolution Neural Networks.srt

7.76KB

11. Deep Learning in Computer Vision Introduction/10. Fully Connected Layers.mp4

11.33MB

11. Deep Learning in Computer Vision Introduction/10. Fully Connected Layers.srt

4.18KB

11. Deep Learning in Computer Vision Introduction/11. Softmax.mp4

8.88MB

11. Deep Learning in Computer Vision Introduction/11. Softmax.srt

3.94KB

11. Deep Learning in Computer Vision Introduction/12. Putting Together Your Convolutional Neural Network.mp4

29.38MB

11. Deep Learning in Computer Vision Introduction/12. Putting Together Your Convolutional Neural Network.srt

11.26KB

11. Deep Learning in Computer Vision Introduction/13. Parameter Counts in CNNs.mp4

23.83MB

11. Deep Learning in Computer Vision Introduction/13. Parameter Counts in CNNs.srt

8.17KB

11. Deep Learning in Computer Vision Introduction/14. Why CNNs Work So Well On Images.mp4

20.51MB

11. Deep Learning in Computer Vision Introduction/14. Why CNNs Work So Well On Images.srt

6.33KB

11. Deep Learning in Computer Vision Introduction/15. Training a CNN.mp4

27.38MB

11. Deep Learning in Computer Vision Introduction/15. Training a CNN.srt

9.58KB

11. Deep Learning in Computer Vision Introduction/16. Loss Functions.mp4

24.89MB

11. Deep Learning in Computer Vision Introduction/16. Loss Functions.srt

9.83KB

11. Deep Learning in Computer Vision Introduction/17. Backpropagation.mp4

29MB

11. Deep Learning in Computer Vision Introduction/17. Backpropagation.srt

8.81KB

11. Deep Learning in Computer Vision Introduction/18. Gradient Descent.mp4

32.94MB

11. Deep Learning in Computer Vision Introduction/18. Gradient Descent.srt

11.54KB

11. Deep Learning in Computer Vision Introduction/19. Optimisers and Learning Rate Schedules.mp4

40.92MB

11. Deep Learning in Computer Vision Introduction/19. Optimisers and Learning Rate Schedules.srt

10.09KB

11. Deep Learning in Computer Vision Introduction/2. Convolutions.mp4

33.85MB

11. Deep Learning in Computer Vision Introduction/2. Convolutions.srt

13.01KB

11. Deep Learning in Computer Vision Introduction/20. Deep Learning CNN Recap.mp4

36.39MB

11. Deep Learning in Computer Vision Introduction/20. Deep Learning CNN Recap.srt

14.3KB

11. Deep Learning in Computer Vision Introduction/21. Deep Learning History.mp4

57.52MB

11. Deep Learning in Computer Vision Introduction/21. Deep Learning History.srt

20.01KB

11. Deep Learning in Computer Vision Introduction/22. Deep Learning Libraries Overview.mp4

59.04MB

11. Deep Learning in Computer Vision Introduction/22. Deep Learning Libraries Overview.srt

15.92KB

11. Deep Learning in Computer Vision Introduction/3. Feature Detectors.mp4

23.87MB

11. Deep Learning in Computer Vision Introduction/3. Feature Detectors.srt

6.46KB

11. Deep Learning in Computer Vision Introduction/4. 3D Convolutions and Color Images.mp4

16.63MB

11. Deep Learning in Computer Vision Introduction/4. 3D Convolutions and Color Images.srt

6.68KB

11. Deep Learning in Computer Vision Introduction/5. Kernel Size and Depth.mp4

13.67MB

11. Deep Learning in Computer Vision Introduction/5. Kernel Size and Depth.srt

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11. Deep Learning in Computer Vision Introduction/6. Padding.mp4

14.17MB

11. Deep Learning in Computer Vision Introduction/6. Padding.srt

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11. Deep Learning in Computer Vision Introduction/7. Stride.mp4

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11. Deep Learning in Computer Vision Introduction/7. Stride.srt

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11. Deep Learning in Computer Vision Introduction/8. Activation Functions.mp4

21.74MB

11. Deep Learning in Computer Vision Introduction/8. Activation Functions.srt

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11. Deep Learning in Computer Vision Introduction/9. Pooling.mp4

23.42MB

11. Deep Learning in Computer Vision Introduction/9. Pooling.srt

8.85KB

12. Building CNNs in PyTorch/1. Importing Required Libraries.mp4

47.72MB

12. Building CNNs in PyTorch/1. Importing Required Libraries.srt

10.42KB

12. Building CNNs in PyTorch/2. Transformation Pipeline.mp4

29.55MB

12. Building CNNs in PyTorch/2. Transformation Pipeline.srt

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12. Building CNNs in PyTorch/3. Inspect and Visualise Data.mp4

70.58MB

12. Building CNNs in PyTorch/3. Inspect and Visualise Data.srt

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12. Building CNNs in PyTorch/4. Data Loaders.mp4

29.9MB

12. Building CNNs in PyTorch/4. Data Loaders.srt

6.99KB

12. Building CNNs in PyTorch/5. Building our Model.mp4

102.34MB

12. Building CNNs in PyTorch/5. Building our Model.srt

18.37KB

12. Building CNNs in PyTorch/6. Optimisers and Loss Function.mp4

14.88MB

12. Building CNNs in PyTorch/6. Optimisers and Loss Function.srt

3.24KB

12. Building CNNs in PyTorch/7. Training Your Model.mp4

96.07MB

12. Building CNNs in PyTorch/7. Training Your Model.srt

17.79KB

12. Building CNNs in PyTorch/8. Saving Model and Displaying Results.mp4

49.27MB

12. Building CNNs in PyTorch/8. Saving Model and Displaying Results.srt

10.6KB

12. Building CNNs in PyTorch/9. Plot and Visualize Your Results.mp4

25.81MB

12. Building CNNs in PyTorch/9. Plot and Visualize Your Results.srt

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13. Building CNNs in TensorFlow with Keras/1. Loading Data.mp4

26.69MB

13. Building CNNs in TensorFlow with Keras/1. Loading Data.srt

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13. Building CNNs in TensorFlow with Keras/2. View and Inspect Data.mp4

29.51MB

13. Building CNNs in TensorFlow with Keras/2. View and Inspect Data.srt

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13. Building CNNs in TensorFlow with Keras/3. Preprocessing Our Data.mp4

33.53MB

13. Building CNNs in TensorFlow with Keras/3. Preprocessing Our Data.srt

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13. Building CNNs in TensorFlow with Keras/4. Constructing the CNN.mp4

64.47MB

13. Building CNNs in TensorFlow with Keras/4. Constructing the CNN.srt

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13. Building CNNs in TensorFlow with Keras/5. Training the Model.mp4

45.45MB

13. Building CNNs in TensorFlow with Keras/5. Training the Model.srt

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13. Building CNNs in TensorFlow with Keras/6. Plotting the Training Results.mp4

36.39MB

13. Building CNNs in TensorFlow with Keras/6. Plotting the Training Results.srt

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13. Building CNNs in TensorFlow with Keras/7. Saving and Loading and Visualising Results.mp4

75.55MB

13. Building CNNs in TensorFlow with Keras/7. Saving and Loading and Visualising Results.srt

15.93KB

14. Assessing Model Performance/1. Deep Learning Libraries PyTorch vs Keras Review.mp4

68.2MB

14. Assessing Model Performance/1. Deep Learning Libraries PyTorch vs Keras Review.srt

19.06KB

14. Assessing Model Performance/2. Assessing Model Performance.mp4

22.58MB

14. Assessing Model Performance/2. Assessing Model Performance.srt

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14. Assessing Model Performance/3. Confusion Matrix and Classification Report.mp4

67.59MB

14. Assessing Model Performance/3. Confusion Matrix and Classification Report.srt

20.39KB

14. Assessing Model Performance/4. Keras Viewing Misclassifications.mp4

64.91MB

14. Assessing Model Performance/4. Keras Viewing Misclassifications.srt

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14. Assessing Model Performance/5. Keras - Confusion Matrix and Classification Report.mp4

43.42MB

14. Assessing Model Performance/5. Keras - Confusion Matrix and Classification Report.srt

8.87KB

14. Assessing Model Performance/6. PyTorch Viewing Misclassifications.mp4

51.37MB

14. Assessing Model Performance/6. PyTorch Viewing Misclassifications.srt

9.87KB

14. Assessing Model Performance/7. PyTorch - Confusion Matrix and Misclassifications.mp4

29.25MB

14. Assessing Model Performance/7. PyTorch - Confusion Matrix and Misclassifications.srt

6.58KB

15. Improving Models and Advanced CNN Design/1. What is Overfitting and Generalisation.mp4

44.04MB

15. Improving Models and Advanced CNN Design/1. What is Overfitting and Generalisation.srt

13.03KB

15. Improving Models and Advanced CNN Design/10. Training a Fashion Classifider (FNIST) with Regularization using Keras.mp4

96.01MB

15. Improving Models and Advanced CNN Design/10. Training a Fashion Classifider (FNIST) with Regularization using Keras.srt

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15. Improving Models and Advanced CNN Design/11. Training a Fashion Classifider (FNIST) with no Regularization using PyTorch.mp4

64.16MB

15. Improving Models and Advanced CNN Design/11. Training a Fashion Classifider (FNIST) with no Regularization using PyTorch.srt

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15. Improving Models and Advanced CNN Design/12. Training a Fashion Classifider (FNIST) with Regularization using PyTorch.mp4

108.05MB

15. Improving Models and Advanced CNN Design/12. Training a Fashion Classifider (FNIST) with Regularization using PyTorch.srt

17.98KB

15. Improving Models and Advanced CNN Design/2. Introduction to Regularization.mp4

8.02MB

15. Improving Models and Advanced CNN Design/2. Introduction to Regularization.srt

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15. Improving Models and Advanced CNN Design/3. Drop Out.mp4

13.06MB

15. Improving Models and Advanced CNN Design/3. Drop Out.srt

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15. Improving Models and Advanced CNN Design/4. L1 and L2 Regularization.mp4

15.62MB

15. Improving Models and Advanced CNN Design/4. L1 and L2 Regularization.srt

5.73KB

15. Improving Models and Advanced CNN Design/5. Data Augmentation.mp4

31.9MB

15. Improving Models and Advanced CNN Design/5. Data Augmentation.srt

6.55KB

15. Improving Models and Advanced CNN Design/6. Early Stopping.mp4

12.98MB

15. Improving Models and Advanced CNN Design/6. Early Stopping.srt

5.11KB

15. Improving Models and Advanced CNN Design/7. Batch Normalization.mp4

23.84MB

15. Improving Models and Advanced CNN Design/7. Batch Normalization.srt

6.69KB

15. Improving Models and Advanced CNN Design/8. When Do We Use Regularization.mp4

11.57MB

15. Improving Models and Advanced CNN Design/8. When Do We Use Regularization.srt

3.5KB

15. Improving Models and Advanced CNN Design/9. Training a Fashion Classifider (FNIST) with no Regularization using Keras.mp4

82.69MB

15. Improving Models and Advanced CNN Design/9. Training a Fashion Classifider (FNIST) with no Regularization using Keras.srt

14.28KB

16. Visualizing What CNN's Learn/1. Visualizing CNN Filters or Feature Maps.mp4

20.47MB

16. Visualizing What CNN's Learn/1. Visualizing CNN Filters or Feature Maps.srt

8.44KB

16. Visualizing What CNN's Learn/2. Visualising Filter Activations.mp4

35.54MB

16. Visualizing What CNN's Learn/2. Visualising Filter Activations.srt

11.56KB

16. Visualizing What CNN's Learn/3. Keras Filter Visualization and Activations.mp4

107.23MB

16. Visualizing What CNN's Learn/3. Keras Filter Visualization and Activations.srt

22.03KB

16. Visualizing What CNN's Learn/4. Maximizing Filters.mp4

23.06MB

16. Visualizing What CNN's Learn/4. Maximizing Filters.srt

6.63KB

16. Visualizing What CNN's Learn/5. Class Maximization.mp4

30.13MB

16. Visualizing What CNN's Learn/5. Class Maximization.srt

7.61KB

16. Visualizing What CNN's Learn/6. Filter and Class Maximization.mp4

156.06MB

16. Visualizing What CNN's Learn/6. Filter and Class Maximization.srt

24.83KB

16. Visualizing What CNN's Learn/7. Grad-CAM Visualize What Influences Your Model.mp4

14.91MB

16. Visualizing What CNN's Learn/7. Grad-CAM Visualize What Influences Your Model.srt

4.47KB

16. Visualizing What CNN's Learn/8. Grad-CAM Plus.mp4

80.37MB

16. Visualizing What CNN's Learn/8. Grad-CAM Plus.srt

13.06KB

17. Advamced Convolutional Neural Networks/1. History and Evolution of Convolutional Neural Networks.mp4

9.13MB

17. Advamced Convolutional Neural Networks/1. History and Evolution of Convolutional Neural Networks.srt

5.57KB

17. Advamced Convolutional Neural Networks/10. EfficientNet.mp4

24.99MB

17. Advamced Convolutional Neural Networks/10. EfficientNet.srt

7.88KB

17. Advamced Convolutional Neural Networks/11. DenseNet.mp4

32.02MB

17. Advamced Convolutional Neural Networks/11. DenseNet.srt

10.41KB

17. Advamced Convolutional Neural Networks/12. The ImageNet Dataset.mp4

29.53MB

17. Advamced Convolutional Neural Networks/12. The ImageNet Dataset.srt

7.74KB

17. Advamced Convolutional Neural Networks/2. LeNet.mp4

18.67MB

17. Advamced Convolutional Neural Networks/2. LeNet.srt

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17. Advamced Convolutional Neural Networks/3. AlexNet.mp4

17.53MB

17. Advamced Convolutional Neural Networks/3. AlexNet.srt

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17. Advamced Convolutional Neural Networks/4. VGG16 and VGG19.mp4

23.05MB

17. Advamced Convolutional Neural Networks/4. VGG16 and VGG19.srt

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17. Advamced Convolutional Neural Networks/5. ResNets.mp4

17.8MB

17. Advamced Convolutional Neural Networks/5. ResNets.srt

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17. Advamced Convolutional Neural Networks/6. Why ResNets Work So Well.mp4

23.29MB

17. Advamced Convolutional Neural Networks/6. Why ResNets Work So Well.srt

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17. Advamced Convolutional Neural Networks/7. MobileNetV1 and V2.mp4

43.82MB

17. Advamced Convolutional Neural Networks/7. MobileNetV1 and V2.srt

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17. Advamced Convolutional Neural Networks/8. InceptionV3.mp4

23.42MB

17. Advamced Convolutional Neural Networks/8. InceptionV3.srt

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17. Advamced Convolutional Neural Networks/9. SqueezeNet.mp4

23.18MB

17. Advamced Convolutional Neural Networks/9. SqueezeNet.srt

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18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/1. Implementing LeNet and AlexNet in Keras.mp4

139.34MB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/1. Implementing LeNet and AlexNet in Keras.srt

23.21KB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/2. Loading Pre-trained Networks in PyTorch (ResNets, DenseNets, MobileNET, VGG19).mp4

153.77MB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/2. Loading Pre-trained Networks in PyTorch (ResNets, DenseNets, MobileNET, VGG19).srt

28.9KB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/3. Loading Pre-trained Networks in Keras (ResNets, DenseNets, MobileNET, VGG19).mp4

111.38MB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/3. Loading Pre-trained Networks in Keras (ResNets, DenseNets, MobileNET, VGG19).srt

19.51KB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/4. The Top-N or Rank-N Accuracy Metric.mp4

12.42MB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/4. The Top-N or Rank-N Accuracy Metric.srt

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18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/5. Getting the Rank-N Accuracy in PyTorch.mp4

97.92MB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/5. Getting the Rank-N Accuracy in PyTorch.srt

16.38KB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/6. Getting the Rank-N Accuracy in Keras.mp4

55.85MB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/6. Getting the Rank-N Accuracy in Keras.srt

9.75KB

19. Using Callbacks in Keras and PyTorch/1. What are Callbacks.mp4

16.18MB

19. Using Callbacks in Keras and PyTorch/1. What are Callbacks.srt

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19. Using Callbacks in Keras and PyTorch/2. Cats vs Dogs Classifier using Callbacks in PyTorch.mp4

114.98MB

19. Using Callbacks in Keras and PyTorch/2. Cats vs Dogs Classifier using Callbacks in PyTorch.srt

22.81KB

19. Using Callbacks in Keras and PyTorch/3. Cats vs Dogs Classifier using Callbacks in Keras.mp4

114.72MB

19. Using Callbacks in Keras and PyTorch/3. Cats vs Dogs Classifier using Callbacks in Keras.srt

22.26KB

2. Download Code and Setup Colab/1. Download Course Resources.html

804B

2. Download Code and Setup Colab/1.1 Code - Modern Computer Vision_05_06_2022.zip

150.98MB

2. Download Code and Setup Colab/1.2 ebook slides - Modern Computer Vision.pdf

121.57MB

2. Download Code and Setup Colab/2. Setup - Download Code and Configure Colab.mp4

22.57MB

2. Download Code and Setup Colab/2. Setup - Download Code and Configure Colab.srt

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20. PyTorch Lightning/1. Introduction to PyTorch Lightning.mp4

38.24MB

20. PyTorch Lightning/1. Introduction to PyTorch Lightning.srt

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20. PyTorch Lightning/2. Lightning Setup and Class.mp4

62.15MB

20. PyTorch Lightning/2. Lightning Setup and Class.srt

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20. PyTorch Lightning/3. Auto Batch and Learning Rate Selection plus Tensorboards.mp4

106.56MB

20. PyTorch Lightning/3. Auto Batch and Learning Rate Selection plus Tensorboards.srt

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20. PyTorch Lightning/4. PyTorch Lightning Calls, Saving, Inference.mp4

71.64MB

20. PyTorch Lightning/4. PyTorch Lightning Calls, Saving, Inference.srt

12.96KB

20. PyTorch Lightning/5. Training on Multiple GPU, Profiling and TPUs.mp4

64.15MB

20. PyTorch Lightning/5. Training on Multiple GPU, Profiling and TPUs.srt

9.94KB

21. Transfer Learning and Fine Tuning/1. Transfer Learning Introduction.mp4

31.89MB

21. Transfer Learning and Fine Tuning/1. Transfer Learning Introduction.srt

12.67KB

21. Transfer Learning and Fine Tuning/2. Transfer Learning in PyTorch Lightning.mp4

55.89MB

21. Transfer Learning and Fine Tuning/2. Transfer Learning in PyTorch Lightning.srt

9.69KB

21. Transfer Learning and Fine Tuning/3. Transfer Learning and Fine Tuning with Keras.mp4

96MB

21. Transfer Learning and Fine Tuning/3. Transfer Learning and Fine Tuning with Keras.srt

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21. Transfer Learning and Fine Tuning/4. Keras Feature Extraction.mp4

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21. Transfer Learning and Fine Tuning/4. Keras Feature Extraction.srt

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21. Transfer Learning and Fine Tuning/5. PyTorch Fine Tuning.mp4

121.59MB

21. Transfer Learning and Fine Tuning/5. PyTorch Fine Tuning.srt

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21. Transfer Learning and Fine Tuning/6. PyTorch Transfer Learning and Freezing Network Layers.mp4

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21. Transfer Learning and Fine Tuning/6. PyTorch Transfer Learning and Freezing Network Layers.srt

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21. Transfer Learning and Fine Tuning/7. PyTorch Feature Extraction.mp4

103.4MB

21. Transfer Learning and Fine Tuning/7. PyTorch Feature Extraction.srt

15.87KB

22. Google DeepStream and Neural Style Transfer/1. Introduction to Google DeepDream Visualizations.mp4

39.87MB

22. Google DeepStream and Neural Style Transfer/1. Introduction to Google DeepDream Visualizations.srt

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22. Google DeepStream and Neural Style Transfer/2. Google DeepDream in Keras.mp4

72.85MB

22. Google DeepStream and Neural Style Transfer/2. Google DeepDream in Keras.srt

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22. Google DeepStream and Neural Style Transfer/3. Google DeepDream in PyTorch.mp4

58.32MB

22. Google DeepStream and Neural Style Transfer/3. Google DeepDream in PyTorch.srt

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22. Google DeepStream and Neural Style Transfer/4. Introduction to Neural Style Transfer.mp4

49.97MB

22. Google DeepStream and Neural Style Transfer/4. Introduction to Neural Style Transfer.srt

14.54KB

22. Google DeepStream and Neural Style Transfer/5. Neural Style Transfer in Keras.mp4

141.08MB

22. Google DeepStream and Neural Style Transfer/5. Neural Style Transfer in Keras.srt

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22. Google DeepStream and Neural Style Transfer/6. Neural Style Transfer in PyTorch.mp4

57.9MB

22. Google DeepStream and Neural Style Transfer/6. Neural Style Transfer in PyTorch.srt

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23. Autoencoders/0. Websites you may like/[CourseClub.Me].url

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23. Autoencoders/0. Websites you may like/[FreeCourseSite.com].url

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23. Autoencoders/0. Websites you may like/[GigaCourse.Com].url

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23. Autoencoders/1. Introduction to Autoencoders.mp4

25.37MB

23. Autoencoders/1. Introduction to Autoencoders.srt

10.46KB

23. Autoencoders/2. Autoencoders in Keras.mp4

80.55MB

23. Autoencoders/2. Autoencoders in Keras.srt

13.7KB

23. Autoencoders/3. Autoencoders in PyTorch.mp4

66.04MB

23. Autoencoders/3. Autoencoders in PyTorch.srt

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24. Generative Adversarial Networks (GANs)/1. Introduction to GANs.mp4

43.57MB

24. Generative Adversarial Networks (GANs)/1. Introduction to GANs.srt

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24. Generative Adversarial Networks (GANs)/1.1 Slides - Generative Adverserial Networks.pdf

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24. Generative Adversarial Networks (GANs)/2. How Do GANs Work.mp4

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24. Generative Adversarial Networks (GANs)/2. How Do GANs Work.srt

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24. Generative Adversarial Networks (GANs)/3. Training GANs.mp4

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24. Generative Adversarial Networks (GANs)/3. Training GANs.srt

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24. Generative Adversarial Networks (GANs)/4. Use Cases for GANs.mp4

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24. Generative Adversarial Networks (GANs)/4. Use Cases for GANs.srt

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24. Generative Adversarial Networks (GANs)/5. Keras DCGAN with MNIST.mp4

100.92MB

24. Generative Adversarial Networks (GANs)/5. Keras DCGAN with MNIST.srt

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24. Generative Adversarial Networks (GANs)/6. PyTorch GANs.mp4

65.41MB

24. Generative Adversarial Networks (GANs)/6. PyTorch GANs.srt

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24. Generative Adversarial Networks (GANs)/7. Super Resolution GAN.mp4

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24. Generative Adversarial Networks (GANs)/7. Super Resolution GAN.srt

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24. Generative Adversarial Networks (GANs)/8. AnimeGAN.mp4

34.77MB

24. Generative Adversarial Networks (GANs)/8. AnimeGAN.srt

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24. Generative Adversarial Networks (GANs)/9. ArcaneGAN.mp4

31.55MB

24. Generative Adversarial Networks (GANs)/9. ArcaneGAN.srt

3.67KB

25. Siamese Network/1. Introduction to Siamese Networks.mp4

28.8MB

25. Siamese Network/1. Introduction to Siamese Networks.srt

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25. Siamese Network/2. Training Siamese Networks.mp4

13.34MB

25. Siamese Network/2. Training Siamese Networks.srt

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25. Siamese Network/3. Siamese Networks in Keras.mp4

73.01MB

25. Siamese Network/3. Siamese Networks in Keras.srt

12.8KB

25. Siamese Network/4. Siamese Networks in PyTorch.mp4

67.92MB

25. Siamese Network/4. Siamese Networks in PyTorch.srt

9.76KB

26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/1. Face Recognition Overview.mp4

32.03MB

26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/1. Face Recognition Overview.srt

10.51KB

26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/2. Facial Similarity Keras VGGFace.mp4

56.62MB

26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/2. Facial Similarity Keras VGGFace.srt

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26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/3. Face Recognition Keras One Shot Learning and Friends.mp4

80.6MB

26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/3. Face Recognition Keras One Shot Learning and Friends.srt

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26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/4. Face Recognition PyTorch FaceNet.mp4

51.29MB

26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/4. Face Recognition PyTorch FaceNet.srt

7.92KB

26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/5. DeepFace - Age, Gender, Emotion, Ethnicity and Face Recognition.mp4

132.36MB

26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/5. DeepFace - Age, Gender, Emotion, Ethnicity and Face Recognition.srt

20.04KB

27. Object Detection/1. Object Detection.mp4

65.25MB

27. Object Detection/1. Object Detection.srt

13.1KB

27. Object Detection/2. History of Object Detectors.mp4

52.87MB

27. Object Detection/2. History of Object Detectors.srt

12.12KB

27. Object Detection/3. Intersection Over Union.mp4

17.44MB

27. Object Detection/3. Intersection Over Union.srt

4.26KB

27. Object Detection/4. Mean Average Precision.mp4

45.71MB

27. Object Detection/4. Mean Average Precision.srt

11.69KB

27. Object Detection/5. Non Maximum Suppression.mp4

19.55MB

27. Object Detection/5. Non Maximum Suppression.srt

4.39KB

27. Object Detection/6. R-CNNs, Fast R-CNNs and Faster R-CNNs.mp4

41.2MB

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11.22KB

27. Object Detection/7. Single Shot Detectors (SSDs).mp4

30.93MB

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28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/1. Introduction to YOLO.mp4

33.48MB

28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/1. Introduction to YOLO.srt

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28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/2. How YOLO Works.mp4

29.31MB

28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/2. How YOLO Works.srt

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28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/3. Training YOLO.mp4

25.03MB

28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/3. Training YOLO.srt

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28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/4. YOLO Evolution.mp4

24.18MB

28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/4. YOLO Evolution.srt

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28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/5. EfficientDet.mp4

30.74MB

28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/5. EfficientDet.srt

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28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/6. Detectron2.mp4

40.59MB

28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/6. Detectron2.srt

9.78KB

29. Gun Detector - Scaled-YoloV4/1. Gun Detector - Scaled-YoloV4.mp4

128.47MB

29. Gun Detector - Scaled-YoloV4/1. Gun Detector - Scaled-YoloV4.srt

17.73KB

3. OpenCV - Image Operations/1. Getting Started with OpenCV4.mp4

94.74MB

3. OpenCV - Image Operations/1. Getting Started with OpenCV4.srt

23.03KB

3. OpenCV - Image Operations/10. Dilation, Erosion and Edge Detection.mp4

79.96MB

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14.42KB

3. OpenCV - Image Operations/2. Grayscaling Images.mp4

52.52MB

3. OpenCV - Image Operations/2. Grayscaling Images.srt

9.42KB

3. OpenCV - Image Operations/3. Colour Spaces - RGB and HSV.mp4

68.3MB

3. OpenCV - Image Operations/3. Colour Spaces - RGB and HSV.srt

12.22KB

3. OpenCV - Image Operations/4. Drawing on Images.mp4

52.03MB

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14.45KB

3. OpenCV - Image Operations/5. Transformations - Translations and Rotations.mp4

67.22MB

3. OpenCV - Image Operations/5. Transformations - Translations and Rotations.srt

13.97KB

3. OpenCV - Image Operations/6. Scaling, Re-sizing, Interpolations and Cropping.mp4

114.94MB

3. OpenCV - Image Operations/6. Scaling, Re-sizing, Interpolations and Cropping.srt

18.99KB

3. OpenCV - Image Operations/7. Arithmetic and Bitwise Operations.mp4

66.14MB

3. OpenCV - Image Operations/7. Arithmetic and Bitwise Operations.srt

14.51KB

3. OpenCV - Image Operations/8. Convolutions, Blurring and Sharpening Images.mp4

58.96MB

3. OpenCV - Image Operations/8. Convolutions, Blurring and Sharpening Images.srt

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3. OpenCV - Image Operations/9. Thresholding, Binarization & Adaptive Thresholding.mp4

117.18MB

3. OpenCV - Image Operations/9. Thresholding, Binarization & Adaptive Thresholding.srt

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30. Mask Detector TFODAPI MobileNetV2_SSD/1. Mask Detector TFODAPI MobileNetV2_SSD.mp4

81.18MB

30. Mask Detector TFODAPI MobileNetV2_SSD/1. Mask Detector TFODAPI MobileNetV2_SSD.srt

11.11KB

31. Sign Language Detector TFODAPI EfficentDet/1. Sign Language Detector TFODAPI EfficentDet.mp4

85.17MB

31. Sign Language Detector TFODAPI EfficentDet/1. Sign Language Detector TFODAPI EfficentDet.srt

10.56KB

32. Pothole Detector - TinyYOLOv4/1. Pothole Detector - TinyYOLOv4.mp4

59.49MB

32. Pothole Detector - TinyYOLOv4/1. Pothole Detector - TinyYOLOv4.srt

7.73KB

33. Mushroom Detector Detectron2/1. Mushroom Detector Detectron2.mp4

64.96MB

33. Mushroom Detector Detectron2/1. Mushroom Detector Detectron2.srt

7.33KB

34. Website Region Detector YOLOv4 Darknet/1. Website Region Detector YOLOv4 Darknet.mp4

49.63MB

34. Website Region Detector YOLOv4 Darknet/1. Website Region Detector YOLOv4 Darknet.srt

6.7KB

35. Drone Maritime Detector R-CNN/1. Drone Maritime Detector R-CNN.mp4

56.86MB

35. Drone Maritime Detector R-CNN/1. Drone Maritime Detector R-CNN.srt

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36. Chess Piece YOLOv3/1. Chess Piece YOLOv3.mp4

42.66MB

36. Chess Piece YOLOv3/1. Chess Piece YOLOv3.srt

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37. Bloodcell Detector YOLOv5/1. Bloodcell Detector YOLOv5.mp4

58.54MB

37. Bloodcell Detector YOLOv5/1. Bloodcell Detector YOLOv5.srt

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38. Hard Hat Detector EfficentDet/1. Hard Hat Detector EfficentDet.mp4

30.6MB

38. Hard Hat Detector EfficentDet/1. Hard Hat Detector EfficentDet.srt

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39. Plant Doctor Detector YOLOv5/1. Plant Doctor Detector YOLOv5.mp4

71.12MB

39. Plant Doctor Detector YOLOv5/1. Plant Doctor Detector YOLOv5.srt

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4. OpenCV - Image Segmentation/1. Contours - Drawing, Hierarchy and Modes.mp4

117.12MB

4. OpenCV - Image Segmentation/1. Contours - Drawing, Hierarchy and Modes.srt

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4. OpenCV - Image Segmentation/2. Moments, Sorting, Approximating and Matching Contours.mp4

139.77MB

4. OpenCV - Image Segmentation/2. Moments, Sorting, Approximating and Matching Contours.srt

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4. OpenCV - Image Segmentation/3. Line, Circle and Blob Detection.mp4

56.57MB

4. OpenCV - Image Segmentation/3. Line, Circle and Blob Detection.srt

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4. OpenCV - Image Segmentation/4. Counting Circles, Ellipses and Finding Waldo with Template Matching.mp4

68.51MB

4. OpenCV - Image Segmentation/4. Counting Circles, Ellipses and Finding Waldo with Template Matching.srt

9.27KB

4. OpenCV - Image Segmentation/5. Finding Corners.mp4

36.53MB

4. OpenCV - Image Segmentation/5. Finding Corners.srt

6.54KB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/1. Introduction to Deep Segmentation.mp4

78.17MB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/1. Introduction to Deep Segmentation.srt

16.66KB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/2. Image Segmentation Keras UNET SegNet.mp4

73.05MB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/2. Image Segmentation Keras UNET SegNet.srt

11.28KB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/3. PyTorch DeepLabV3.mp4

60.15MB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/3. PyTorch DeepLabV3.srt

8.02KB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/4. Mask-RCNN Tensorflow Matterport.mp4

61.72MB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/4. Mask-RCNN Tensorflow Matterport.srt

6.48KB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/5. Detectron2 Mask R-CNN.mp4

70.89MB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/5. Detectron2 Mask R-CNN.srt

7.27KB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/6. Train Mask R-CNN Shapes Dataset.mp4

54.97MB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/6. Train Mask R-CNN Shapes Dataset.srt

6.84KB

41. Body Pose Estimation/1. Body Pose Estimation.mp4

46.21MB

41. Body Pose Estimation/1. Body Pose Estimation.srt

4.54KB

42. Tracking with DeepSORT/1. DeepSORT Introduction.mp4

59.56MB

42. Tracking with DeepSORT/1. DeepSORT Introduction.srt

12.36KB

42. Tracking with DeepSORT/2. DeepSORT with YOLOv5.mp4

58.34MB

42. Tracking with DeepSORT/2. DeepSORT with YOLOv5.srt

5.57KB

43. Deep Fakes/1. Creating a Deep Fake.mp4

58.67MB

43. Deep Fakes/1. Creating a Deep Fake.srt

7.49KB

44. Vision Transformers - ViTs/1. Introduction to Vision Transformers.mp4

26.74MB

44. Vision Transformers - ViTs/1. Introduction to Vision Transformers.srt

7.47KB

44. Vision Transformers - ViTs/2. Vision Transformer in Detail with PyTorch.mp4

76.24MB

44. Vision Transformers - ViTs/2. Vision Transformer in Detail with PyTorch.srt

12.11KB

44. Vision Transformers - ViTs/3. Vision Transformers in Keras.mp4

47.99MB

44. Vision Transformers - ViTs/3. Vision Transformers in Keras.srt

7.53KB

45. BiT BigTransfer Classifier Keras/1. BiT BigTransfer Classifier Keras.mp4

58.62MB

45. BiT BigTransfer Classifier Keras/1. BiT BigTransfer Classifier Keras.srt

9.21KB

46. Depth Estimation/1. Depth Estimation Project.mp4

76.77MB

46. Depth Estimation/1. Depth Estimation Project.srt

10.7KB

47. Image Similarity using Metric Learning/1. Image Similarity using Metric Learning.mp4

56.01MB

47. Image Similarity using Metric Learning/1. Image Similarity using Metric Learning.srt

7.88KB

48. Image Captioning with Keras/1. Image Captioning with Keras.mp4

96.09MB

48. Image Captioning with Keras/1. Image Captioning with Keras.srt

14.09KB

49. Video Classification usign CNN+RNN/1. Video Classification usign CNN+RNN.mp4

56.76MB

49. Video Classification usign CNN+RNN/1. Video Classification usign CNN+RNN.srt

7.81KB

5. OpenCV - Haar Cascade Classifiers/1. Face and Eye Detection with Haar Cascade Classifiers.mp4

110.22MB

5. OpenCV - Haar Cascade Classifiers/1. Face and Eye Detection with Haar Cascade Classifiers.srt

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5. OpenCV - Haar Cascade Classifiers/2. Vehicle and Pedestrian Detection.mp4

86.09MB

5. OpenCV - Haar Cascade Classifiers/2. Vehicle and Pedestrian Detection.srt

14.66KB

50. Video Classification with Transformers/1. Video Classification with Transformers.mp4

49.24MB

50. Video Classification with Transformers/1. Video Classification with Transformers.srt

6.48KB

51. Point Cloud Classification PointNet/1. Point Cloud Classification PointNet.mp4

59.53MB

51. Point Cloud Classification PointNet/1. Point Cloud Classification PointNet.srt

8.31KB

52. Point Cloud Segmentation Using PointNet/1. Point Cloud Segmentation Using PointNet.mp4

92.05MB

52. Point Cloud Segmentation Using PointNet/1. Point Cloud Segmentation Using PointNet.srt

13.15KB

53. Medical Project - X-Ray Pneumonia Prediction/1. X-Ray Pneumonia Prediction.mp4

61.41MB

53. Medical Project - X-Ray Pneumonia Prediction/1. X-Ray Pneumonia Prediction.srt

8.25KB

54. Medical Project - 3D CT Scan Classification/1. 3D CT Scan Classification.mp4

60.32MB

54. Medical Project - 3D CT Scan Classification/1. 3D CT Scan Classification.srt

7.87KB

55. Low Light Image Enhancement MIRNet/1. Low Light Image Enhancement MIRNet.mp4

91.55MB

55. Low Light Image Enhancement MIRNet/1. Low Light Image Enhancement MIRNet.srt

10.62KB

56. Deploy your CV App using Flask RestFUL API & Web App/1. Flask RestFUL API.mp4

54.94MB

56. Deploy your CV App using Flask RestFUL API & Web App/1. Flask RestFUL API.srt

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56. Deploy your CV App using Flask RestFUL API & Web App/2. Flask Web App.mp4

37.26MB

56. Deploy your CV App using Flask RestFUL API & Web App/2. Flask Web App.srt

6.09KB

57. OCR Captcha Cracker/1. OCR Captcha Cracker.mp4

46.38MB

57. OCR Captcha Cracker/1. OCR Captcha Cracker.srt

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6. OpenCV - Image Analysis and Transformation/0. Websites you may like/[CourseClub.Me].url

122B

6. OpenCV - Image Analysis and Transformation/0. Websites you may like/[FreeCourseSite.com].url

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6. OpenCV - Image Analysis and Transformation/0. Websites you may like/[GigaCourse.Com].url

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6. OpenCV - Image Analysis and Transformation/1. Perspective Transforms.mp4

64.42MB

6. OpenCV - Image Analysis and Transformation/1. Perspective Transforms.srt

12.7KB

6. OpenCV - Image Analysis and Transformation/2. Histograms and K-Means Clustering for Dominant Colors.mp4

79.89MB

6. OpenCV - Image Analysis and Transformation/2. Histograms and K-Means Clustering for Dominant Colors.srt

15.67KB

6. OpenCV - Image Analysis and Transformation/3. Comparing Images MSE and Structual Similarity.mp4

42.1MB

6. OpenCV - Image Analysis and Transformation/3. Comparing Images MSE and Structual Similarity.srt

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6. OpenCV - Image Analysis and Transformation/4. Filtering on Colour.mp4

40.87MB

6. OpenCV - Image Analysis and Transformation/4. Filtering on Colour.srt

8.38KB

6. OpenCV - Image Analysis and Transformation/5. Watershed Algorithm Marker-Dased Image Segmentation.mp4

43.33MB

6. OpenCV - Image Analysis and Transformation/5. Watershed Algorithm Marker-Dased Image Segmentation.srt

8.22KB

6. OpenCV - Image Analysis and Transformation/6. Background and Foreground Subtraction.mp4

66.11MB

6. OpenCV - Image Analysis and Transformation/6. Background and Foreground Subtraction.srt

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7. OpenCV - Motion and Object Tracking/1. Motion Tracking with Mean Shift and CAMSHIFT.mp4

71.05MB

7. OpenCV - Motion and Object Tracking/1. Motion Tracking with Mean Shift and CAMSHIFT.srt

10.59KB

7. OpenCV - Motion and Object Tracking/2. Object Tracking with Optical Flow.mp4

95.15MB

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15.5KB

7. OpenCV - Motion and Object Tracking/3. Simple Object Tracking by Color.mp4

48.62MB

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8. OpenCV - Facial Landmark Detection & Face Swaps/1. Facial Landmark Detection with Dlib.mp4

37.54MB

8. OpenCV - Facial Landmark Detection & Face Swaps/1. Facial Landmark Detection with Dlib.srt

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8. OpenCV - Facial Landmark Detection & Face Swaps/2. Face Swapping with Dlib.mp4

49.4MB

8. OpenCV - Facial Landmark Detection & Face Swaps/2. Face Swapping with Dlib.srt

8.06KB

9. OpenCV Projects/1. Tilt Shift Effects.mp4

59.03MB

9. OpenCV Projects/1. Tilt Shift Effects.srt

8.7KB

9. OpenCV Projects/10. Add and Remove Noise and Fix Contrast with Histogram Equalization.mp4

88.97MB

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13.78KB

9. OpenCV Projects/11. Detect Blur in Images.mp4

39.57MB

9. OpenCV Projects/11. Detect Blur in Images.srt

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9. OpenCV Projects/12. Facial Recognition.mp4

84.31MB

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9. OpenCV Projects/2. GrabCut Algorithm for Background Removal.mp4

45.65MB

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9. OpenCV Projects/3. OCR with PyTesseract and EasyOCR (Text Detection).mp4

119.5MB

9. OpenCV Projects/3. OCR with PyTesseract and EasyOCR (Text Detection).srt

18.89KB

9. OpenCV Projects/4. Barcode, QR Generation and Reading.mp4

68.68MB

9. OpenCV Projects/4. Barcode, QR Generation and Reading.srt

13.13KB

9. OpenCV Projects/5. YOLOv3 in OpenCV.mp4

79.52MB

9. OpenCV Projects/5. YOLOv3 in OpenCV.srt

12.48KB

9. OpenCV Projects/6. Neural Style Transfer with OpenCV.mp4

143.03MB

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16.82KB

9. OpenCV Projects/7. SSDs in OpenCV.mp4

51.82MB

9. OpenCV Projects/7. SSDs in OpenCV.srt

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9. OpenCV Projects/8. Colorize Black and White Photos using a Caffe Model in OpenCV.mp4

80.98MB

9. OpenCV Projects/8. Colorize Black and White Photos using a Caffe Model in OpenCV.srt

11.5KB

9. OpenCV Projects/9. Inpainting to Restore Damaged Photos.mp4

28.48MB

9. OpenCV Projects/9. Inpainting to Restore Damaged Photos.srt

5.75KB

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