Filename | Size |
| 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 |