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

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12.7 GB

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1

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1

Files

96

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Other

Added

03/08/23 at 4:11pm GMT+1

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Verified by VeriPLUS

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908167937e50d0b36f50e084ad0a1dda4712e8f2

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Udemy - Modern Computer Vision™ PyTorch, Tensorflow2 Keras & OpenCV4 [FCS]

Using Python Learn OpenCV4, CNNs, Detectron2, YOLOv5, GANs, Tracking, Segmentation, Face Recognition & Siamese Networks

Created by Rajeev D. Ratan
Last updated 6/2022
English
English [Auto]

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File list

[FreeCourseSite.com] Udemy - Modern Computer Vision™ PyTorch, Tensorflow2 Keras & OpenCV4
1. Introduction/1. Course Introduction.mp4 82.9 MB
1. Introduction/1. Course Introduction.srt 17.2 KB
1. Introduction/2. Course Overview.mp4 63.8 MB
1. Introduction/2. Course Overview.srt 16.2 KB
1. Introduction/3. What Makes Computer Vision Hard.mp4 46.2 MB
1. Introduction/3. What Makes Computer Vision Hard.srt 9.4 KB
1. Introduction/4. What are Images.mp4 44.2 MB
1. Introduction/4. What are Images.srt 10.7 KB
10. OpenCV - Working With Video/1. Using Your Webcam and Creating a Live Sketch of Yourself.mp4 66.5 MB
10. OpenCV - Working With Video/1. Using Your Webcam and Creating a Live Sketch of Yourself.srt 11.5 KB
10. OpenCV - Working With Video/2. Opening Video Files in OpenCV.mp4 34 MB
10. OpenCV - Working With Video/2. Opening Video Files in OpenCV.srt 6.7 KB
10. OpenCV - Working With Video/3. Saving or Recording Videos in OpenCV.mp4 35.8 MB
10. OpenCV - Working With Video/3. Saving or Recording Videos in OpenCV.srt 4.7 KB
10. OpenCV - Working With Video/4. Video Streams and CCTV - RTSP and IP.mp4 42.1 MB
10. OpenCV - Working With Video/4. Video Streams and CCTV - RTSP and IP.srt 6.5 KB
10. OpenCV - Working With Video/5. Auto Reconnect to Video Streams.mp4 36.2 MB
10. OpenCV - Working With Video/5. Auto Reconnect to Video Streams.srt 4.4 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 7.2 KB
10. OpenCV - Working With Video/7. Importing YouTube Videos into OpenCV.mp4 64.9 MB
10. OpenCV - Working With Video/7. Importing YouTube Videos into OpenCV.srt 9.6 KB
11. Deep Learning in Computer Vision Introduction/1. Introduction to Convolution Neural Networks.mp4 15.9 MB
11. Deep Learning in Computer Vision Introduction/1. Introduction to Convolution Neural Networks.srt 7.8 KB
11. Deep Learning in Computer Vision Introduction/10. Fully Connected Layers.mp4 11.3 MB
11. Deep Learning in Computer Vision Introduction/10. Fully Connected Layers.srt 4.2 KB
11. Deep Learning in Computer Vision Introduction/11. Softmax.mp4 8.9 MB
11. Deep Learning in Computer Vision Introduction/11. Softmax.srt 3.9 KB
11. Deep Learning in Computer Vision Introduction/12. Putting Together Your Convolutional Neural Network.mp4 29.4 MB
11. Deep Learning in Computer Vision Introduction/12. Putting Together Your Convolutional Neural Network.srt 11.3 KB
11. Deep Learning in Computer Vision Introduction/13. Parameter Counts in CNNs.mp4 23.8 MB
11. Deep Learning in Computer Vision Introduction/13. Parameter Counts in CNNs.srt 8.2 KB
11. Deep Learning in Computer Vision Introduction/14. Why CNNs Work So Well On Images.mp4 20.5 MB
11. Deep Learning in Computer Vision Introduction/14. Why CNNs Work So Well On Images.srt 6.3 KB
11. Deep Learning in Computer Vision Introduction/15. Training a CNN.mp4 27.4 MB
11. Deep Learning in Computer Vision Introduction/15. Training a CNN.srt 9.6 KB
11. Deep Learning in Computer Vision Introduction/16. Loss Functions.mp4 24.9 MB
11. Deep Learning in Computer Vision Introduction/16. Loss Functions.srt 9.8 KB
11. Deep Learning in Computer Vision Introduction/17. Backpropagation.mp4 29 MB
11. Deep Learning in Computer Vision Introduction/17. Backpropagation.srt 8.8 KB
11. Deep Learning in Computer Vision Introduction/18. Gradient Descent.mp4 32.9 MB
11. Deep Learning in Computer Vision Introduction/18. Gradient Descent.srt 11.5 KB
11. Deep Learning in Computer Vision Introduction/19. Optimisers and Learning Rate Schedules.mp4 40.9 MB
11. Deep Learning in Computer Vision Introduction/19. Optimisers and Learning Rate Schedules.srt 10.1 KB
11. Deep Learning in Computer Vision Introduction/2. Convolutions.mp4 33.9 MB
11. Deep Learning in Computer Vision Introduction/2. Convolutions.srt 13 KB
11. Deep Learning in Computer Vision Introduction/20. Deep Learning CNN Recap.mp4 36.4 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 57.5 MB
11. Deep Learning in Computer Vision Introduction/21. Deep Learning History.srt 20 KB
11. Deep Learning in Computer Vision Introduction/22. Deep Learning Libraries Overview.mp4 59 MB
11. Deep Learning in Computer Vision Introduction/22. Deep Learning Libraries Overview.srt 15.9 KB
11. Deep Learning in Computer Vision Introduction/3. Feature Detectors.mp4 23.9 MB
11. Deep Learning in Computer Vision Introduction/3. Feature Detectors.srt 6.5 KB
11. Deep Learning in Computer Vision Introduction/4. 3D Convolutions and Color Images.mp4 16.6 MB
11. Deep Learning in Computer Vision Introduction/4. 3D Convolutions and Color Images.srt 6.7 KB
11. Deep Learning in Computer Vision Introduction/5. Kernel Size and Depth.mp4 13.7 MB
11. Deep Learning in Computer Vision Introduction/5. Kernel Size and Depth.srt 5.9 KB
11. Deep Learning in Computer Vision Introduction/6. Padding.mp4 14.2 MB
11. Deep Learning in Computer Vision Introduction/6. Padding.srt 5.6 KB
11. Deep Learning in Computer Vision Introduction/7. Stride.mp4 17.1 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 21.7 MB
11. Deep Learning in Computer Vision Introduction/8. Activation Functions.srt 7.7 KB
11. Deep Learning in Computer Vision Introduction/9. Pooling.mp4 23.4 MB
11. Deep Learning in Computer Vision Introduction/9. Pooling.srt 8.8 KB
12. Building CNNs in PyTorch/1. Importing Required Libraries.mp4 47.7 MB
12. Building CNNs in PyTorch/1. Importing Required Libraries.srt 10.4 KB
12. Building CNNs in PyTorch/2. Transformation Pipeline.mp4 29.5 MB
12. Building CNNs in PyTorch/2. Transformation Pipeline.srt 6.4 KB
12. Building CNNs in PyTorch/3. Inspect and Visualise Data.mp4 70.6 MB
12. Building CNNs in PyTorch/3. Inspect and Visualise Data.srt 12.6 KB
12. Building CNNs in PyTorch/4. Data Loaders.mp4 29.9 MB
12. Building CNNs in PyTorch/4. Data Loaders.srt 7 KB
12. Building CNNs in PyTorch/5. Building our Model.mp4 102.3 MB
12. Building CNNs in PyTorch/5. Building our Model.srt 18.4 KB
12. Building CNNs in PyTorch/6. Optimisers and Loss Function.mp4 14.9 MB
12. Building CNNs in PyTorch/6. Optimisers and Loss Function.srt 3.2 KB
12. Building CNNs in PyTorch/7. Training Your Model.mp4 96.1 MB
12. Building CNNs in PyTorch/7. Training Your Model.srt 17.8 KB
12. Building CNNs in PyTorch/8. Saving Model and Displaying Results.mp4 49.3 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 25.8 MB
12. Building CNNs in PyTorch/9. Plot and Visualize Your Results.srt 7.4 KB
13. Building CNNs in TensorFlow with Keras/1. Loading Data.mp4 26.7 MB
13. Building CNNs in TensorFlow with Keras/1. Loading Data.srt 5.2 KB
13. Building CNNs in TensorFlow with Keras/2. View and Inspect Data.mp4 29.5 MB
13. Building CNNs in TensorFlow with Keras/2. View and Inspect Data.srt 6.5 KB
13. Building CNNs in TensorFlow with Keras/3. Preprocessing Our Data.mp4 33.5 MB
13. Building CNNs in TensorFlow with Keras/3. Preprocessing Our Data.srt 7.6 KB
13. Building CNNs in TensorFlow with Keras/4. Constructing the CNN.mp4 64.5 MB
13. Building CNNs in TensorFlow with Keras/4. Constructing the CNN.srt 9.9 KB
13. Building CNNs in TensorFlow with Keras/5. Training the Model.mp4 45.5 MB
13. Building CNNs in TensorFlow with Keras/5. Training the Model.srt 6.3 KB
13. Building CNNs in TensorFlow with Keras/6. Plotting the Training Results.mp4 36.4 MB
13. Building CNNs in TensorFlow with Keras/6. Plotting the Training Results.srt 6.2 KB

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