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GetFreeCourses.Co-Udemy-Modern Computer Vision™ PyTorch, Tensorflow2 Keras & OpenCV4
大小 12.75 GB
文件数 465
Info Hash: 6D519DF9B704F77960797672AAC6B0B2FABBA33A
收录时间 2026-01-10 20:38:52
更新时间 2026-01-10 20:38:52
文件列表 (465)
1. Introduction/1. Course Introduction.mp4
82.94 MB
1. Introduction/1. Course Introduction.srt
17.21 KB
1. Introduction/2. Course Overview.mp4
63.77 MB
1. Introduction/2. Course Overview.srt
16.17 KB
1. Introduction/3. What Makes Computer Vision Hard.mp4
46.16 MB
1. Introduction/3. What Makes Computer Vision Hard.srt
9.39 KB
1. Introduction/4. What are Images.mp4
44.22 MB
1. Introduction/4. What are Images.srt
10.71 KB
10. OpenCV - Working With Video/1. Using Your Webcam and Creating a Live Sketch of Yourself.mp4
66.54 MB
10. OpenCV - Working With Video/1. Using Your Webcam and Creating a Live Sketch of Yourself.srt
11.54 KB
10. OpenCV - Working With Video/2. Opening Video Files in OpenCV.mp4
33.99 MB
10. OpenCV - Working With Video/2. Opening Video Files in OpenCV.srt
6.69 KB
10. OpenCV - Working With Video/3. Saving or Recording Videos in OpenCV.mp4
35.77 MB
10. OpenCV - Working With Video/3. Saving or Recording Videos in OpenCV.srt
4.75 KB
10. OpenCV - Working With Video/4. Video Streams and CCTV - RTSP and IP.mp4
42.09 MB
10. OpenCV - Working With Video/4. Video Streams and CCTV - RTSP and IP.srt
6.45 KB
10. OpenCV - Working With Video/5. Auto Reconnect to Video Streams.mp4
36.24 MB
10. OpenCV - Working With Video/5. Auto Reconnect to Video Streams.srt
4.39 KB
10. OpenCV - Working With Video/6. Capturing Video using Screenshots.mp4
46.3 MB
10. OpenCV - Working With Video/6. Capturing Video using Screenshots.srt
7.17 KB
10. OpenCV - Working With Video/7. Importing YouTube Videos into OpenCV.mp4
64.89 MB
10. OpenCV - Working With Video/7. Importing YouTube Videos into OpenCV.srt
9.59 KB
11. Deep Learning in Computer Vision Introduction/1. Introduction to Convolution Neural Networks.mp4
15.87 MB
11. Deep Learning in Computer Vision Introduction/1. Introduction to Convolution Neural Networks.srt
7.76 KB
11. Deep Learning in Computer Vision Introduction/10. Fully Connected Layers.mp4
11.33 MB
11. Deep Learning in Computer Vision Introduction/10. Fully Connected Layers.srt
4.18 KB
11. Deep Learning in Computer Vision Introduction/11. Softmax.mp4
8.88 MB
11. Deep Learning in Computer Vision Introduction/11. Softmax.srt
3.94 KB
11. Deep Learning in Computer Vision Introduction/12. Putting Together Your Convolutional Neural Network.mp4
29.38 MB
11. Deep Learning in Computer Vision Introduction/12. Putting Together Your Convolutional Neural Network.srt
11.26 KB
11. Deep Learning in Computer Vision Introduction/13. Parameter Counts in CNNs.mp4
23.83 MB
11. Deep Learning in Computer Vision Introduction/13. Parameter Counts in CNNs.srt
8.17 KB
11. Deep Learning in Computer Vision Introduction/14. Why CNNs Work So Well On Images.mp4
20.51 MB
11. Deep Learning in Computer Vision Introduction/14. Why CNNs Work So Well On Images.srt
6.33 KB
11. Deep Learning in Computer Vision Introduction/15. Training a CNN.mp4
27.38 MB
11. Deep Learning in Computer Vision Introduction/15. Training a CNN.srt
9.58 KB
11. Deep Learning in Computer Vision Introduction/16. Loss Functions.mp4
24.89 MB
11. Deep Learning in Computer Vision Introduction/16. Loss Functions.srt
9.83 KB
11. Deep Learning in Computer Vision Introduction/17. Backpropagation.mp4
29 MB
11. Deep Learning in Computer Vision Introduction/17. Backpropagation.srt
8.81 KB
11. Deep Learning in Computer Vision Introduction/18. Gradient Descent.mp4
32.94 MB
11. Deep Learning in Computer Vision Introduction/18. Gradient Descent.srt
11.54 KB
11. Deep Learning in Computer Vision Introduction/19. Optimisers and Learning Rate Schedules.mp4
40.92 MB
11. Deep Learning in Computer Vision Introduction/19. Optimisers and Learning Rate Schedules.srt
10.09 KB
11. Deep Learning in Computer Vision Introduction/2. Convolutions.mp4
33.85 MB
11. Deep Learning in Computer Vision Introduction/2. Convolutions.srt
13.01 KB
11. Deep Learning in Computer Vision Introduction/20. Deep Learning CNN Recap.mp4
36.39 MB
11. Deep Learning in Computer Vision Introduction/20. Deep Learning CNN Recap.srt
14.3 KB
11. Deep Learning in Computer Vision Introduction/21. Deep Learning History.mp4
57.52 MB
11. Deep Learning in Computer Vision Introduction/21. Deep Learning History.srt
20.01 KB
11. Deep Learning in Computer Vision Introduction/22. Deep Learning Libraries Overview.mp4
59.04 MB
11. Deep Learning in Computer Vision Introduction/22. Deep Learning Libraries Overview.srt
15.92 KB
11. Deep Learning in Computer Vision Introduction/3. Feature Detectors.mp4
23.87 MB
11. Deep Learning in Computer Vision Introduction/3. Feature Detectors.srt
6.46 KB
11. Deep Learning in Computer Vision Introduction/4. 3D Convolutions and Color Images.mp4
16.63 MB
11. Deep Learning in Computer Vision Introduction/4. 3D Convolutions and Color Images.srt
6.68 KB
11. Deep Learning in Computer Vision Introduction/5. Kernel Size and Depth.mp4
13.67 MB
11. Deep Learning in Computer Vision Introduction/5. Kernel Size and Depth.srt
5.92 KB
11. Deep Learning in Computer Vision Introduction/6. Padding.mp4
14.17 MB
11. Deep Learning in Computer Vision Introduction/6. Padding.srt
5.57 KB
11. Deep Learning in Computer Vision Introduction/7. Stride.mp4
17.14 MB
11. Deep Learning in Computer Vision Introduction/7. Stride.srt
7.8 KB
11. Deep Learning in Computer Vision Introduction/8. Activation Functions.mp4
21.74 MB
11. Deep Learning in Computer Vision Introduction/8. Activation Functions.srt
7.74 KB
11. Deep Learning in Computer Vision Introduction/9. Pooling.mp4
23.42 MB
11. Deep Learning in Computer Vision Introduction/9. Pooling.srt
8.85 KB
12. Building CNNs in PyTorch/1. Importing Required Libraries.mp4
47.72 MB
12. Building CNNs in PyTorch/1. Importing Required Libraries.srt
10.42 KB
12. Building CNNs in PyTorch/2. Transformation Pipeline.mp4
29.55 MB
12. Building CNNs in PyTorch/2. Transformation Pipeline.srt
6.37 KB
12. Building CNNs in PyTorch/3. Inspect and Visualise Data.mp4
70.58 MB
12. Building CNNs in PyTorch/3. Inspect and Visualise Data.srt
12.56 KB
12. Building CNNs in PyTorch/4. Data Loaders.mp4
29.9 MB
12. Building CNNs in PyTorch/4. Data Loaders.srt
6.99 KB
12. Building CNNs in PyTorch/5. Building our Model.mp4
102.34 MB
12. Building CNNs in PyTorch/5. Building our Model.srt
18.37 KB
12. Building CNNs in PyTorch/6. Optimisers and Loss Function.mp4
14.88 MB
12. Building CNNs in PyTorch/6. Optimisers and Loss Function.srt
3.24 KB
12. Building CNNs in PyTorch/7. Training Your Model.mp4
96.07 MB
12. Building CNNs in PyTorch/7. Training Your Model.srt
17.79 KB
12. Building CNNs in PyTorch/8. Saving Model and Displaying Results.mp4
49.27 MB
12. Building CNNs in PyTorch/8. Saving Model and Displaying Results.srt
10.6 KB
12. Building CNNs in PyTorch/9. Plot and Visualize Your Results.mp4
25.81 MB
12. Building CNNs in PyTorch/9. Plot and Visualize Your Results.srt
7.44 KB
13. Building CNNs in TensorFlow with Keras/1. Loading Data.mp4
26.69 MB
13. Building CNNs in TensorFlow with Keras/1. Loading Data.srt
5.16 KB
13. Building CNNs in TensorFlow with Keras/2. View and Inspect Data.mp4
29.51 MB
13. Building CNNs in TensorFlow with Keras/2. View and Inspect Data.srt
6.49 KB
13. Building CNNs in TensorFlow with Keras/3. Preprocessing Our Data.mp4
33.53 MB
13. Building CNNs in TensorFlow with Keras/3. Preprocessing Our Data.srt
7.57 KB
13. Building CNNs in TensorFlow with Keras/4. Constructing the CNN.mp4
64.47 MB
13. Building CNNs in TensorFlow with Keras/4. Constructing the CNN.srt
9.87 KB
13. Building CNNs in TensorFlow with Keras/5. Training the Model.mp4
45.45 MB
13. Building CNNs in TensorFlow with Keras/5. Training the Model.srt
6.31 KB
13. Building CNNs in TensorFlow with Keras/6. Plotting the Training Results.mp4
36.39 MB
13. Building CNNs in TensorFlow with Keras/6. Plotting the Training Results.srt
6.16 KB
13. Building CNNs in TensorFlow with Keras/7. Saving and Loading and Visualising Results.mp4
75.55 MB
13. Building CNNs in TensorFlow with Keras/7. Saving and Loading and Visualising Results.srt
15.93 KB
14. Assessing Model Performance/1. Deep Learning Libraries PyTorch vs Keras Review.mp4
68.2 MB
14. Assessing Model Performance/1. Deep Learning Libraries PyTorch vs Keras Review.srt
19.06 KB
14. Assessing Model Performance/2. Assessing Model Performance.mp4
22.58 MB
14. Assessing Model Performance/2. Assessing Model Performance.srt
8.66 KB
14. Assessing Model Performance/3. Confusion Matrix and Classification Report.mp4
67.59 MB
14. Assessing Model Performance/3. Confusion Matrix and Classification Report.srt
20.39 KB
14. Assessing Model Performance/4. Keras Viewing Misclassifications.mp4
64.91 MB
14. Assessing Model Performance/4. Keras Viewing Misclassifications.srt
11.41 KB
14. Assessing Model Performance/5. Keras - Confusion Matrix and Classification Report.mp4
43.42 MB
14. Assessing Model Performance/5. Keras - Confusion Matrix and Classification Report.srt
8.87 KB
14. Assessing Model Performance/6. PyTorch Viewing Misclassifications.mp4
51.37 MB
14. Assessing Model Performance/6. PyTorch Viewing Misclassifications.srt
9.87 KB
14. Assessing Model Performance/7. PyTorch - Confusion Matrix and Misclassifications.mp4
29.25 MB
14. Assessing Model Performance/7. PyTorch - Confusion Matrix and Misclassifications.srt
6.58 KB
15. Improving Models and Advanced CNN Design/1. What is Overfitting and Generalisation.mp4
44.04 MB
15. Improving Models and Advanced CNN Design/1. What is Overfitting and Generalisation.srt
13.03 KB
15. Improving Models and Advanced CNN Design/10. Training a Fashion Classifider (FNIST) with Regularization using Keras.mp4
96.01 MB
15. Improving Models and Advanced CNN Design/10. Training a Fashion Classifider (FNIST) with Regularization using Keras.srt
17.26 KB
15. Improving Models and Advanced CNN Design/11. Training a Fashion Classifider (FNIST) with no Regularization using PyTorch.mp4
64.16 MB
15. Improving Models and Advanced CNN Design/11. Training a Fashion Classifider (FNIST) with no Regularization using PyTorch.srt
10.58 KB
15. Improving Models and Advanced CNN Design/12. Training a Fashion Classifider (FNIST) with Regularization using PyTorch.mp4
108.05 MB
15. Improving Models and Advanced CNN Design/12. Training a Fashion Classifider (FNIST) with Regularization using PyTorch.srt
17.98 KB
15. Improving Models and Advanced CNN Design/2. Introduction to Regularization.mp4
8.02 MB
15. Improving Models and Advanced CNN Design/2. Introduction to Regularization.srt
2.82 KB
15. Improving Models and Advanced CNN Design/3. Drop Out.mp4
13.06 MB
15. Improving Models and Advanced CNN Design/3. Drop Out.srt
4.82 KB
15. Improving Models and Advanced CNN Design/4. L1 and L2 Regularization.mp4
15.62 MB
15. Improving Models and Advanced CNN Design/4. L1 and L2 Regularization.srt
5.73 KB
15. Improving Models and Advanced CNN Design/5. Data Augmentation.mp4
31.9 MB
15. Improving Models and Advanced CNN Design/5. Data Augmentation.srt
6.55 KB
15. Improving Models and Advanced CNN Design/6. Early Stopping.mp4
12.98 MB
15. Improving Models and Advanced CNN Design/6. Early Stopping.srt
5.11 KB
15. Improving Models and Advanced CNN Design/7. Batch Normalization.mp4
23.84 MB
15. Improving Models and Advanced CNN Design/7. Batch Normalization.srt
6.69 KB
15. Improving Models and Advanced CNN Design/8. When Do We Use Regularization.mp4
11.57 MB
15. Improving Models and Advanced CNN Design/8. When Do We Use Regularization.srt
3.5 KB
15. Improving Models and Advanced CNN Design/9. Training a Fashion Classifider (FNIST) with no Regularization using Keras.mp4
82.69 MB
15. Improving Models and Advanced CNN Design/9. Training a Fashion Classifider (FNIST) with no Regularization using Keras.srt
14.28 KB
16. Visualizing What CNN's Learn/1. Visualizing CNN Filters or Feature Maps.mp4
20.47 MB
16. Visualizing What CNN's Learn/1. Visualizing CNN Filters or Feature Maps.srt
8.44 KB
16. Visualizing What CNN's Learn/2. Visualising Filter Activations.mp4
35.54 MB
16. Visualizing What CNN's Learn/2. Visualising Filter Activations.srt
11.56 KB
16. Visualizing What CNN's Learn/3. Keras Filter Visualization and Activations.mp4
107.23 MB
16. Visualizing What CNN's Learn/3. Keras Filter Visualization and Activations.srt
22.03 KB
16. Visualizing What CNN's Learn/4. Maximizing Filters.mp4
23.06 MB
16. Visualizing What CNN's Learn/4. Maximizing Filters.srt
6.63 KB
16. Visualizing What CNN's Learn/5. Class Maximization.mp4
30.13 MB
16. Visualizing What CNN's Learn/5. Class Maximization.srt
7.61 KB
16. Visualizing What CNN's Learn/6. Filter and Class Maximization.mp4
156.06 MB
16. Visualizing What CNN's Learn/6. Filter and Class Maximization.srt
24.83 KB
16. Visualizing What CNN's Learn/7. Grad-CAM Visualize What Influences Your Model.mp4
14.91 MB
16. Visualizing What CNN's Learn/7. Grad-CAM Visualize What Influences Your Model.srt
4.47 KB
16. Visualizing What CNN's Learn/8. Grad-CAM Plus.mp4
80.37 MB
16. Visualizing What CNN's Learn/8. Grad-CAM Plus.srt
13.06 KB
17. Advamced Convolutional Neural Networks/1. History and Evolution of Convolutional Neural Networks.mp4
9.13 MB
17. Advamced Convolutional Neural Networks/1. History and Evolution of Convolutional Neural Networks.srt
5.57 KB
17. Advamced Convolutional Neural Networks/10. EfficientNet.mp4
24.99 MB
17. Advamced Convolutional Neural Networks/10. EfficientNet.srt
7.88 KB
17. Advamced Convolutional Neural Networks/11. DenseNet.mp4
32.02 MB
17. Advamced Convolutional Neural Networks/11. DenseNet.srt
10.41 KB
17. Advamced Convolutional Neural Networks/12. The ImageNet Dataset.mp4
29.53 MB
17. Advamced Convolutional Neural Networks/12. The ImageNet Dataset.srt
7.74 KB
17. Advamced Convolutional Neural Networks/2. LeNet.mp4
18.67 MB
17. Advamced Convolutional Neural Networks/2. LeNet.srt
4.51 KB
17. Advamced Convolutional Neural Networks/3. AlexNet.mp4
17.53 MB
17. Advamced Convolutional Neural Networks/3. AlexNet.srt
5.91 KB
17. Advamced Convolutional Neural Networks/4. VGG16 and VGG19.mp4
23.05 MB
17. Advamced Convolutional Neural Networks/4. VGG16 and VGG19.srt
7.03 KB
17. Advamced Convolutional Neural Networks/5. ResNets.mp4
17.8 MB
17. Advamced Convolutional Neural Networks/5. ResNets.srt
7.04 KB
17. Advamced Convolutional Neural Networks/6. Why ResNets Work So Well.mp4
23.29 MB
17. Advamced Convolutional Neural Networks/6. Why ResNets Work So Well.srt
6.61 KB
17. Advamced Convolutional Neural Networks/7. MobileNetV1 and V2.mp4
43.82 MB
17. Advamced Convolutional Neural Networks/7. MobileNetV1 and V2.srt
14.7 KB
17. Advamced Convolutional Neural Networks/8. InceptionV3.mp4
23.42 MB
17. Advamced Convolutional Neural Networks/8. InceptionV3.srt
8.84 KB
17. Advamced Convolutional Neural Networks/9. SqueezeNet.mp4
23.18 MB
17. Advamced Convolutional Neural Networks/9. SqueezeNet.srt
6.84 KB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/1. Implementing LeNet and AlexNet in Keras.mp4
139.34 MB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/1. Implementing LeNet and AlexNet in Keras.srt
23.21 KB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/2. Loading Pre-trained Networks in PyTorch (ResNets, DenseNets, MobileNET, VGG19).mp4
153.77 MB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/2. Loading Pre-trained Networks in PyTorch (ResNets, DenseNets, MobileNET, VGG19).srt
28.9 KB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/3. Loading Pre-trained Networks in Keras (ResNets, DenseNets, MobileNET, VGG19).mp4
111.38 MB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/3. Loading Pre-trained Networks in Keras (ResNets, DenseNets, MobileNET, VGG19).srt
19.51 KB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/4. The Top-N or Rank-N Accuracy Metric.mp4
12.42 MB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/4. The Top-N or Rank-N Accuracy Metric.srt
4.56 KB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/5. Getting the Rank-N Accuracy in PyTorch.mp4
97.92 MB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/5. Getting the Rank-N Accuracy in PyTorch.srt
16.38 KB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/6. Getting the Rank-N Accuracy in Keras.mp4
55.85 MB
18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/6. Getting the Rank-N Accuracy in Keras.srt
9.75 KB
19. Using Callbacks in Keras and PyTorch/1. What are Callbacks.mp4
16.18 MB
19. Using Callbacks in Keras and PyTorch/1. What are Callbacks.srt
7.01 KB
19. Using Callbacks in Keras and PyTorch/2. Cats vs Dogs Classifier using Callbacks in PyTorch.mp4
114.98 MB
19. Using Callbacks in Keras and PyTorch/2. Cats vs Dogs Classifier using Callbacks in PyTorch.srt
22.81 KB
19. Using Callbacks in Keras and PyTorch/3. Cats vs Dogs Classifier using Callbacks in Keras.mp4
114.72 MB
19. Using Callbacks in Keras and PyTorch/3. Cats vs Dogs Classifier using Callbacks in Keras.srt
22.26 KB
2. Download Code and Setup Colab/1. Download Course Resources.html
804 B
2. Download Code and Setup Colab/1.1 Code - Modern Computer Vision_05_06_2022.zip
150.98 MB
2. Download Code and Setup Colab/1.2 ebook slides - Modern Computer Vision.pdf
121.57 MB
2. Download Code and Setup Colab/2. Setup - Download Code and Configure Colab.mp4
22.57 MB
2. Download Code and Setup Colab/2. Setup - Download Code and Configure Colab.srt
4.19 KB
20. PyTorch Lightning/1. Introduction to PyTorch Lightning.mp4
38.24 MB
20. PyTorch Lightning/1. Introduction to PyTorch Lightning.srt
12.06 KB
20. PyTorch Lightning/2. Lightning Setup and Class.mp4
62.15 MB
20. PyTorch Lightning/2. Lightning Setup and Class.srt
9.53 KB
20. PyTorch Lightning/3. Auto Batch and Learning Rate Selection plus Tensorboards.mp4
106.56 MB
20. PyTorch Lightning/3. Auto Batch and Learning Rate Selection plus Tensorboards.srt
17.08 KB
20. PyTorch Lightning/4. PyTorch Lightning Calls, Saving, Inference.mp4
71.64 MB
20. PyTorch Lightning/4. PyTorch Lightning Calls, Saving, Inference.srt
12.96 KB
20. PyTorch Lightning/5. Training on Multiple GPU, Profiling and TPUs.mp4
64.15 MB
20. PyTorch Lightning/5. Training on Multiple GPU, Profiling and TPUs.srt
9.94 KB
21. Transfer Learning and Fine Tuning/1. Transfer Learning Introduction.mp4
31.89 MB
21. Transfer Learning and Fine Tuning/1. Transfer Learning Introduction.srt
12.67 KB
21. Transfer Learning and Fine Tuning/2. Transfer Learning in PyTorch Lightning.mp4
55.89 MB
21. Transfer Learning and Fine Tuning/2. Transfer Learning in PyTorch Lightning.srt
9.69 KB
21. Transfer Learning and Fine Tuning/3. Transfer Learning and Fine Tuning with Keras.mp4
96 MB
21. Transfer Learning and Fine Tuning/3. Transfer Learning and Fine Tuning with Keras.srt
17.16 KB
21. Transfer Learning and Fine Tuning/4. Keras Feature Extraction.mp4
131.81 MB
21. Transfer Learning and Fine Tuning/4. Keras Feature Extraction.srt
19.46 KB
21. Transfer Learning and Fine Tuning/5. PyTorch Fine Tuning.mp4
121.59 MB
21. Transfer Learning and Fine Tuning/5. PyTorch Fine Tuning.srt
21.73 KB
21. Transfer Learning and Fine Tuning/6. PyTorch Transfer Learning and Freezing Network Layers.mp4
28.81 MB
21. Transfer Learning and Fine Tuning/6. PyTorch Transfer Learning and Freezing Network Layers.srt
5.23 KB
21. Transfer Learning and Fine Tuning/7. PyTorch Feature Extraction.mp4
103.4 MB
21. Transfer Learning and Fine Tuning/7. PyTorch Feature Extraction.srt
15.87 KB
21. Transfer Learning and Fine Tuning/GetFreeCourses.Co.url
116 B
22. Google DeepStream and Neural Style Transfer/1. Introduction to Google DeepDream Visualizations.mp4
39.87 MB
22. Google DeepStream and Neural Style Transfer/1. Introduction to Google DeepDream Visualizations.srt
7.33 KB
22. Google DeepStream and Neural Style Transfer/2. Google DeepDream in Keras.mp4
72.85 MB
22. Google DeepStream and Neural Style Transfer/2. Google DeepDream in Keras.srt
10.55 KB
22. Google DeepStream and Neural Style Transfer/3. Google DeepDream in PyTorch.mp4
58.32 MB
22. Google DeepStream and Neural Style Transfer/3. Google DeepDream in PyTorch.srt
6.32 KB
22. Google DeepStream and Neural Style Transfer/4. Introduction to Neural Style Transfer.mp4
49.97 MB
22. Google DeepStream and Neural Style Transfer/4. Introduction to Neural Style Transfer.srt
14.54 KB
22. Google DeepStream and Neural Style Transfer/5. Neural Style Transfer in Keras.mp4
141.08 MB
22. Google DeepStream and Neural Style Transfer/5. Neural Style Transfer in Keras.srt
22.3 KB
22. Google DeepStream and Neural Style Transfer/6. Neural Style Transfer in PyTorch.mp4
57.9 MB
22. Google DeepStream and Neural Style Transfer/6. Neural Style Transfer in PyTorch.srt
7.57 KB
23. Autoencoders/1. Introduction to Autoencoders.mp4
25.37 MB
23. Autoencoders/1. Introduction to Autoencoders.srt
10.46 KB
23. Autoencoders/2. Autoencoders in Keras.mp4
80.55 MB
23. Autoencoders/2. Autoencoders in Keras.srt
13.7 KB
23. Autoencoders/3. Autoencoders in PyTorch.mp4
66.04 MB
23. Autoencoders/3. Autoencoders in PyTorch.srt
11.23 KB
24. Generative Adversarial Networks (GANs)/1. Introduction to GANs.mp4
43.57 MB
24. Generative Adversarial Networks (GANs)/1. Introduction to GANs.srt
6.55 KB
24. Generative Adversarial Networks (GANs)/1.1 Slides - Generative Adverserial Networks.pdf
28.91 MB
24. Generative Adversarial Networks (GANs)/2. How Do GANs Work.mp4
26.55 MB
24. Generative Adversarial Networks (GANs)/2. How Do GANs Work.srt
7.25 KB
24. Generative Adversarial Networks (GANs)/3. Training GANs.mp4
49.27 MB
24. Generative Adversarial Networks (GANs)/3. Training GANs.srt
10.96 KB
24. Generative Adversarial Networks (GANs)/4. Use Cases for GANs.mp4
108.13 MB
24. Generative Adversarial Networks (GANs)/4. Use Cases for GANs.srt
13.39 KB
24. Generative Adversarial Networks (GANs)/5. Keras DCGAN with MNIST.mp4
100.92 MB
24. Generative Adversarial Networks (GANs)/5. Keras DCGAN with MNIST.srt
16.41 KB
24. Generative Adversarial Networks (GANs)/6. PyTorch GANs.mp4
65.41 MB
24. Generative Adversarial Networks (GANs)/6. PyTorch GANs.srt
11.38 KB
24. Generative Adversarial Networks (GANs)/7. Super Resolution GAN.mp4
102.24 MB
24. Generative Adversarial Networks (GANs)/7. Super Resolution GAN.srt
13.59 KB
24. Generative Adversarial Networks (GANs)/8. AnimeGAN.mp4
34.77 MB
24. Generative Adversarial Networks (GANs)/8. AnimeGAN.srt
5.41 KB
24. Generative Adversarial Networks (GANs)/9. ArcaneGAN.mp4
31.55 MB
24. Generative Adversarial Networks (GANs)/9. ArcaneGAN.srt
3.67 KB
25. Siamese Network/1. Introduction to Siamese Networks.mp4
28.8 MB
25. Siamese Network/1. Introduction to Siamese Networks.srt
8.72 KB
25. Siamese Network/2. Training Siamese Networks.mp4
13.34 MB
25. Siamese Network/2. Training Siamese Networks.srt
4.83 KB
25. Siamese Network/3. Siamese Networks in Keras.mp4
73.01 MB
25. Siamese Network/3. Siamese Networks in Keras.srt
12.8 KB
25. Siamese Network/4. Siamese Networks in PyTorch.mp4
67.92 MB
25. Siamese Network/4. Siamese Networks in PyTorch.srt
9.76 KB
26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/1. Face Recognition Overview.mp4
32.03 MB
26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/1. Face Recognition Overview.srt
10.51 KB
26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/2. Facial Similarity Keras VGGFace.mp4
56.62 MB
26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/2. Facial Similarity Keras VGGFace.srt
9.19 KB
26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/3. Face Recognition Keras One Shot Learning and Friends.mp4
80.6 MB
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
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26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/4. Face Recognition PyTorch FaceNet.srt
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26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/5. DeepFace - Age, Gender, Emotion, Ethnicity and Face Recognition.mp4
132.36 MB
26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/5. DeepFace - Age, Gender, Emotion, Ethnicity and Face Recognition.srt
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27. Object Detection/1. Object Detection.mp4
65.25 MB
27. Object Detection/1. Object Detection.srt
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27. Object Detection/2. History of Object Detectors.mp4
52.87 MB
27. Object Detection/2. History of Object Detectors.srt
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27. Object Detection/3. Intersection Over Union.mp4
17.44 MB
27. Object Detection/3. Intersection Over Union.srt
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27. Object Detection/4. Mean Average Precision.mp4
45.71 MB
27. Object Detection/4. Mean Average Precision.srt
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27. Object Detection/5. Non Maximum Suppression.mp4
19.55 MB
27. Object Detection/5. Non Maximum Suppression.srt
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27. Object Detection/6. R-CNNs, Fast R-CNNs and Faster R-CNNs.mp4
41.2 MB
27. Object Detection/6. R-CNNs, Fast R-CNNs and Faster R-CNNs.srt
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27. Object Detection/7. Single Shot Detectors (SSDs).mp4
30.93 MB
27. Object Detection/7. Single Shot Detectors (SSDs).srt
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28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/1. Introduction to YOLO.mp4
33.48 MB
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
29.31 MB
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
25.03 MB
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
24.18 MB
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
30.74 MB
28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/5. EfficientDet.srt
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28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/6. Detectron2.mp4
40.59 MB
28. Modern Object Detectors - YOLO, EfficientDet, Detectron2/6. Detectron2.srt
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29. Gun Detector - Scaled-YoloV4/1. Gun Detector - Scaled-YoloV4.mp4
128.47 MB
29. Gun Detector - Scaled-YoloV4/1. Gun Detector - Scaled-YoloV4.srt
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3. OpenCV - Image Operations/1. Getting Started with OpenCV4.mp4
94.74 MB
3. OpenCV - Image Operations/1. Getting Started with OpenCV4.srt
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3. OpenCV - Image Operations/10. Dilation, Erosion and Edge Detection.mp4
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3. OpenCV - Image Operations/2. Grayscaling Images.mp4
52.52 MB
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3. OpenCV - Image Operations/3. Colour Spaces - RGB and HSV.mp4
68.3 MB
3. OpenCV - Image Operations/3. Colour Spaces - RGB and HSV.srt
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3. OpenCV - Image Operations/4. Drawing on Images.mp4
52.03 MB
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3. OpenCV - Image Operations/5. Transformations - Translations and Rotations.mp4
67.22 MB
3. OpenCV - Image Operations/5. Transformations - Translations and Rotations.srt
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3. OpenCV - Image Operations/6. Scaling, Re-sizing, Interpolations and Cropping.mp4
114.94 MB
3. OpenCV - Image Operations/6. Scaling, Re-sizing, Interpolations and Cropping.srt
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3. OpenCV - Image Operations/7. Arithmetic and Bitwise Operations.mp4
66.14 MB
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3. OpenCV - Image Operations/8. Convolutions, Blurring and Sharpening Images.mp4
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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
117.18 MB
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
81.18 MB
30. Mask Detector TFODAPI MobileNetV2_SSD/1. Mask Detector TFODAPI MobileNetV2_SSD.srt
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31. Sign Language Detector TFODAPI EfficentDet/1. Sign Language Detector TFODAPI EfficentDet.mp4
85.17 MB
31. Sign Language Detector TFODAPI EfficentDet/1. Sign Language Detector TFODAPI EfficentDet.srt
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32. Pothole Detector - TinyYOLOv4/1. Pothole Detector - TinyYOLOv4.mp4
59.49 MB
32. Pothole Detector - TinyYOLOv4/1. Pothole Detector - TinyYOLOv4.srt
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33. Mushroom Detector Detectron2/1. Mushroom Detector Detectron2.mp4
64.96 MB
33. Mushroom Detector Detectron2/1. Mushroom Detector Detectron2.srt
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34. Website Region Detector YOLOv4 Darknet/1. Website Region Detector YOLOv4 Darknet.mp4
49.63 MB
34. Website Region Detector YOLOv4 Darknet/1. Website Region Detector YOLOv4 Darknet.srt
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35. Drone Maritime Detector R-CNN/1. Drone Maritime Detector R-CNN.mp4
56.86 MB
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
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36. Chess Piece YOLOv3/1. Chess Piece YOLOv3.srt
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37. Bloodcell Detector YOLOv5/1. Bloodcell Detector YOLOv5.mp4
58.54 MB
37. Bloodcell Detector YOLOv5/1. Bloodcell Detector YOLOv5.srt
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38. Hard Hat Detector EfficentDet/1. Hard Hat Detector EfficentDet.mp4
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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
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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
117.12 MB
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
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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
56.57 MB
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
68.51 MB
4. OpenCV - Image Segmentation/4. Counting Circles, Ellipses and Finding Waldo with Template Matching.srt
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4. OpenCV - Image Segmentation/5. Finding Corners.mp4
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40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/1. Introduction to Deep Segmentation.mp4
78.17 MB
40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/1. Introduction to Deep Segmentation.srt
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40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/2. Image Segmentation Keras UNET SegNet.mp4
73.05 MB
40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/2. Image Segmentation Keras UNET SegNet.srt
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40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/3. PyTorch DeepLabV3.mp4
60.15 MB
40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/3. PyTorch DeepLabV3.srt
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40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/4. Mask-RCNN Tensorflow Matterport.mp4
61.72 MB
40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/4. Mask-RCNN Tensorflow Matterport.srt
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40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/5. Detectron2 Mask R-CNN.mp4
70.89 MB
40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/5. Detectron2 Mask R-CNN.srt
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40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/6. Train Mask R-CNN Shapes Dataset.mp4
54.97 MB
40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN/6. Train Mask R-CNN Shapes Dataset.srt
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41. Body Pose Estimation/1. Body Pose Estimation.mp4
46.21 MB
41. Body Pose Estimation/1. Body Pose Estimation.srt
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42. Tracking with DeepSORT/1. DeepSORT Introduction.mp4
59.56 MB
42. Tracking with DeepSORT/1. DeepSORT Introduction.srt
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42. Tracking with DeepSORT/2. DeepSORT with YOLOv5.mp4
58.34 MB
42. Tracking with DeepSORT/2. DeepSORT with YOLOv5.srt
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43. Deep Fakes/1. Creating a Deep Fake.mp4
58.67 MB
43. Deep Fakes/1. Creating a Deep Fake.srt
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44. Vision Transformers - ViTs/1. Introduction to Vision Transformers.mp4
26.74 MB
44. Vision Transformers - ViTs/1. Introduction to Vision Transformers.srt
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44. Vision Transformers - ViTs/2. Vision Transformer in Detail with PyTorch.mp4
76.24 MB
44. Vision Transformers - ViTs/2. Vision Transformer in Detail with PyTorch.srt
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44. Vision Transformers - ViTs/3. Vision Transformers in Keras.mp4
47.99 MB
44. Vision Transformers - ViTs/3. Vision Transformers in Keras.srt
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45. BiT BigTransfer Classifier Keras/1. BiT BigTransfer Classifier Keras.mp4
58.62 MB
45. BiT BigTransfer Classifier Keras/1. BiT BigTransfer Classifier Keras.srt
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46. Depth Estimation/1. Depth Estimation Project.mp4
76.77 MB
46. Depth Estimation/1. Depth Estimation Project.srt
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47. Image Similarity using Metric Learning/1. Image Similarity using Metric Learning.mp4
56.01 MB
47. Image Similarity using Metric Learning/1. Image Similarity using Metric Learning.srt
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48. Image Captioning with Keras/1. Image Captioning with Keras.mp4
96.09 MB
48. Image Captioning with Keras/1. Image Captioning with Keras.srt
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49. Video Classification usign CNN+RNN/1. Video Classification usign CNN+RNN.mp4
56.76 MB
49. Video Classification usign CNN+RNN/1. Video Classification usign CNN+RNN.srt
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5. OpenCV - Haar Cascade Classifiers/1. Face and Eye Detection with Haar Cascade Classifiers.mp4
110.22 MB
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
86.09 MB
5. OpenCV - Haar Cascade Classifiers/2. Vehicle and Pedestrian Detection.srt
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50. Video Classification with Transformers/1. Video Classification with Transformers.mp4
49.24 MB
50. Video Classification with Transformers/1. Video Classification with Transformers.srt
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51. Point Cloud Classification PointNet/1. Point Cloud Classification PointNet.mp4
59.53 MB
51. Point Cloud Classification PointNet/1. Point Cloud Classification PointNet.srt
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52. Point Cloud Segmentation Using PointNet/1. Point Cloud Segmentation Using PointNet.mp4
92.05 MB
52. Point Cloud Segmentation Using PointNet/1. Point Cloud Segmentation Using PointNet.srt
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52. Point Cloud Segmentation Using PointNet/GetFreeCourses.Co.url
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53. Medical Project - X-Ray Pneumonia Prediction/1. X-Ray Pneumonia Prediction.mp4
61.41 MB
53. Medical Project - X-Ray Pneumonia Prediction/1. X-Ray Pneumonia Prediction.srt
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54. Medical Project - 3D CT Scan Classification/1. 3D CT Scan Classification.mp4
60.32 MB
54. Medical Project - 3D CT Scan Classification/1. 3D CT Scan Classification.srt
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55. Low Light Image Enhancement MIRNet/1. Low Light Image Enhancement MIRNet.mp4
91.55 MB
55. Low Light Image Enhancement MIRNet/1. Low Light Image Enhancement MIRNet.srt
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56. Deploy your CV App using Flask RestFUL API & Web App/1. Flask RestFUL API.mp4
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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
37.26 MB
56. Deploy your CV App using Flask RestFUL API & Web App/2. Flask Web App.srt
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57. OCR Captcha Cracker/1. OCR Captcha Cracker.mp4
46.38 MB
57. OCR Captcha Cracker/1. OCR Captcha Cracker.srt
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6. OpenCV - Image Analysis and Transformation/1. Perspective Transforms.mp4
64.42 MB
6. OpenCV - Image Analysis and Transformation/1. Perspective Transforms.srt
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6. OpenCV - Image Analysis and Transformation/2. Histograms and K-Means Clustering for Dominant Colors.mp4
79.89 MB
6. OpenCV - Image Analysis and Transformation/2. Histograms and K-Means Clustering for Dominant Colors.srt
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6. OpenCV - Image Analysis and Transformation/3. Comparing Images MSE and Structual Similarity.mp4
42.1 MB
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
40.87 MB
6. OpenCV - Image Analysis and Transformation/4. Filtering on Colour.srt
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6. OpenCV - Image Analysis and Transformation/5. Watershed Algorithm Marker-Dased Image Segmentation.mp4
43.33 MB
6. OpenCV - Image Analysis and Transformation/5. Watershed Algorithm Marker-Dased Image Segmentation.srt
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6. OpenCV - Image Analysis and Transformation/6. Background and Foreground Subtraction.mp4
66.11 MB
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
71.05 MB
7. OpenCV - Motion and Object Tracking/1. Motion Tracking with Mean Shift and CAMSHIFT.srt
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7. OpenCV - Motion and Object Tracking/2. Object Tracking with Optical Flow.mp4
95.15 MB
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7. OpenCV - Motion and Object Tracking/3. Simple Object Tracking by Color.mp4
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7. OpenCV - Motion and Object Tracking/3. Simple Object Tracking by Color.srt
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7. OpenCV - Motion and Object Tracking/GetFreeCourses.Co.url
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8. OpenCV - Facial Landmark Detection & Face Swaps/1. Facial Landmark Detection with Dlib.mp4
37.54 MB
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8. OpenCV - Facial Landmark Detection & Face Swaps/2. Face Swapping with Dlib.mp4
49.4 MB
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9. OpenCV Projects/1. Tilt Shift Effects.mp4
59.03 MB
9. OpenCV Projects/1. Tilt Shift Effects.srt
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9. OpenCV Projects/10. Add and Remove Noise and Fix Contrast with Histogram Equalization.mp4
88.97 MB
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9. OpenCV Projects/11. Detect Blur in Images.mp4
39.57 MB
9. OpenCV Projects/11. Detect Blur in Images.srt
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9. OpenCV Projects/12. Facial Recognition.mp4
84.31 MB
9. OpenCV Projects/12. Facial Recognition.srt
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9. OpenCV Projects/2. GrabCut Algorithm for Background Removal.mp4
45.65 MB
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9. OpenCV Projects/3. OCR with PyTesseract and EasyOCR (Text Detection).mp4
119.5 MB
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9. OpenCV Projects/4. Barcode, QR Generation and Reading.mp4
68.68 MB
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9. OpenCV Projects/5. YOLOv3 in OpenCV.mp4
79.52 MB
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9. OpenCV Projects/6. Neural Style Transfer with OpenCV.mp4
143.03 MB
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9. OpenCV Projects/7. SSDs in OpenCV.mp4
51.82 MB
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
80.98 MB
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9. OpenCV Projects/9. Inpainting to Restore Damaged Photos.mp4
28.48 MB
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