Download Modern Computer Vision PyTorch, Tensorflow2 Keras & OpenCV4 Torrent

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Modern Computer Vision PyTorch, Tensorflow2 Keras & OpenCV4

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1. Introduction

1. Course Introduction.mp4	MP4	82.94 MB
1. Course Introduction.srt	SRT	17.21 KB
2. Course Overview.mp4	MP4	63.77 MB
2. Course Overview.srt	SRT	16.17 KB
3. What Makes Computer Vision Hard.mp4	MP4	46.16 MB
3. What Makes Computer Vision Hard.srt	SRT	9.39 KB
4. What are Images.mp4	MP4	44.22 MB
4. What are Images.srt	SRT	10.71 KB

10. OpenCV - Working With Video

1. Using Your Webcam and Creating a Live Sketch of Yourself.mp4	MP4	66.54 MB
1. Using Your Webcam and Creating a Live Sketch of Yourself.srt	SRT	11.54 KB
2. Opening Video Files in OpenCV.mp4	MP4	33.99 MB
2. Opening Video Files in OpenCV.srt	SRT	6.69 KB
3. Saving or Recording Videos in OpenCV.mp4	MP4	35.77 MB
3. Saving or Recording Videos in OpenCV.srt	SRT	4.75 KB
4. Video Streams and CCTV - RTSP and IP.mp4	MP4	42.09 MB
4. Video Streams and CCTV - RTSP and IP.srt	SRT	6.45 KB
5. Auto Reconnect to Video Streams.mp4	MP4	36.24 MB
5. Auto Reconnect to Video Streams.srt	SRT	4.39 KB
6. Capturing Video using Screenshots.mp4	MP4	46.3 MB
6. Capturing Video using Screenshots.srt	SRT	7.17 KB
7. Importing YouTube Videos into OpenCV.mp4	MP4	64.89 MB
7. Importing YouTube Videos into OpenCV.srt	SRT	9.59 KB

11. Deep Learning in Computer Vision Introduction

1. Introduction to Convolution Neural Networks.mp4	MP4	15.87 MB
1. Introduction to Convolution Neural Networks.srt	SRT	7.76 KB
10. Fully Connected Layers.mp4	MP4	11.33 MB
10. Fully Connected Layers.srt	SRT	4.18 KB
11. Softmax.mp4	MP4	8.88 MB
11. Softmax.srt	SRT	3.94 KB
12. Putting Together Your Convolutional Neural Network.mp4	MP4	29.38 MB
12. Putting Together Your Convolutional Neural Network.srt	SRT	11.26 KB
13. Parameter Counts in CNNs.mp4	MP4	23.83 MB
13. Parameter Counts in CNNs.srt	SRT	8.17 KB
14. Why CNNs Work So Well On Images.mp4	MP4	20.51 MB
14. Why CNNs Work So Well On Images.srt	SRT	6.33 KB
15. Training a CNN.mp4	MP4	27.38 MB
15. Training a CNN.srt	SRT	9.58 KB
16. Loss Functions.mp4	MP4	24.89 MB
16. Loss Functions.srt	SRT	9.83 KB
17. Backpropagation.mp4	MP4	29 MB
17. Backpropagation.srt	SRT	8.81 KB
18. Gradient Descent.mp4	MP4	32.94 MB
18. Gradient Descent.srt	SRT	11.54 KB
19. Optimisers and Learning Rate Schedules.mp4	MP4	40.92 MB
19. Optimisers and Learning Rate Schedules.srt	SRT	10.09 KB
2. Convolutions.mp4	MP4	33.85 MB
2. Convolutions.srt	SRT	13.01 KB
20. Deep Learning CNN Recap.mp4	MP4	36.39 MB
20. Deep Learning CNN Recap.srt	SRT	14.3 KB
21. Deep Learning History.mp4	MP4	57.52 MB
21. Deep Learning History.srt	SRT	20.01 KB
22. Deep Learning Libraries Overview.mp4	MP4	59.04 MB
22. Deep Learning Libraries Overview.srt	SRT	15.92 KB
3. Feature Detectors.mp4	MP4	23.87 MB
3. Feature Detectors.srt	SRT	6.46 KB
4. 3D Convolutions and Color Images.mp4	MP4	16.63 MB
4. 3D Convolutions and Color Images.srt	SRT	6.68 KB
5. Kernel Size and Depth.mp4	MP4	13.67 MB
5. Kernel Size and Depth.srt	SRT	5.92 KB
6. Padding.mp4	MP4	14.17 MB
6. Padding.srt	SRT	5.57 KB
7. Stride.mp4	MP4	17.14 MB
7. Stride.srt	SRT	7.8 KB
8. Activation Functions.mp4	MP4	21.74 MB
8. Activation Functions.srt	SRT	7.74 KB
9. Pooling.mp4	MP4	23.42 MB
9. Pooling.srt	SRT	8.85 KB

12. Building CNNs in PyTorch

1. Importing Required Libraries.mp4	MP4	47.72 MB
1. Importing Required Libraries.srt	SRT	10.42 KB
2. Transformation Pipeline.mp4	MP4	29.55 MB
2. Transformation Pipeline.srt	SRT	6.37 KB
3. Inspect and Visualise Data.mp4	MP4	70.58 MB
3. Inspect and Visualise Data.srt	SRT	12.56 KB
4. Data Loaders.mp4	MP4	29.9 MB
4. Data Loaders.srt	SRT	6.99 KB
5. Building our Model.mp4	MP4	102.34 MB
5. Building our Model.srt	SRT	18.37 KB
6. Optimisers and Loss Function.mp4	MP4	14.88 MB
6. Optimisers and Loss Function.srt	SRT	3.24 KB
7. Training Your Model.mp4	MP4	96.07 MB
7. Training Your Model.srt	SRT	17.79 KB
8. Saving Model and Displaying Results.mp4	MP4	49.27 MB
8. Saving Model and Displaying Results.srt	SRT	10.6 KB
9. Plot and Visualize Your Results.mp4	MP4	25.81 MB
9. Plot and Visualize Your Results.srt	SRT	7.44 KB

13. Building CNNs in TensorFlow with Keras

1. Loading Data.mp4	MP4	26.69 MB
1. Loading Data.srt	SRT	5.16 KB
2. View and Inspect Data.mp4	MP4	29.51 MB
2. View and Inspect Data.srt	SRT	6.49 KB
3. Preprocessing Our Data.mp4	MP4	33.53 MB
3. Preprocessing Our Data.srt	SRT	7.57 KB
4. Constructing the CNN.mp4	MP4	64.47 MB
4. Constructing the CNN.srt	SRT	9.87 KB
5. Training the Model.mp4	MP4	45.45 MB
5. Training the Model.srt	SRT	6.31 KB
6. Plotting the Training Results.mp4	MP4	36.39 MB
6. Plotting the Training Results.srt	SRT	6.16 KB
7. Saving and Loading and Visualising Results.mp4	MP4	75.55 MB
7. Saving and Loading and Visualising Results.srt	SRT	15.93 KB

14. Assessing Model Performance

1. Deep Learning Libraries PyTorch vs Keras Review.mp4	MP4	68.2 MB
1. Deep Learning Libraries PyTorch vs Keras Review.srt	SRT	19.06 KB
2. Assessing Model Performance.mp4	MP4	22.58 MB
2. Assessing Model Performance.srt	SRT	8.66 KB
3. Confusion Matrix and Classification Report.mp4	MP4	67.59 MB
3. Confusion Matrix and Classification Report.srt	SRT	20.39 KB
4. Keras Viewing Misclassifications.mp4	MP4	64.91 MB
4. Keras Viewing Misclassifications.srt	SRT	11.41 KB
5. Keras - Confusion Matrix and Classification Report.mp4	MP4	43.42 MB
5. Keras - Confusion Matrix and Classification Report.srt	SRT	8.87 KB
6. PyTorch Viewing Misclassifications.mp4	MP4	51.37 MB
6. PyTorch Viewing Misclassifications.srt	SRT	9.87 KB
7. PyTorch - Confusion Matrix and Misclassifications.mp4	MP4	29.25 MB
7. PyTorch - Confusion Matrix and Misclassifications.srt	SRT	6.58 KB

15. Improving Models and Advanced CNN Design

1. What is Overfitting and Generalisation.mp4	MP4	44.04 MB
1. What is Overfitting and Generalisation.srt	SRT	13.03 KB
10. Training a Fashion Classifider (FNIST) with Regularization using Keras.mp4	MP4	96.01 MB
10. Training a Fashion Classifider (FNIST) with Regularization using Keras.srt	SRT	17.26 KB
11. Training a Fashion Classifider (FNIST) with no Regularization using PyTorch.mp4	MP4	64.16 MB
11. Training a Fashion Classifider (FNIST) with no Regularization using PyTorch.srt	SRT	10.58 KB
12. Training a Fashion Classifider (FNIST) with Regularization using PyTorch.mp4	MP4	108.05 MB
12. Training a Fashion Classifider (FNIST) with Regularization using PyTorch.srt	SRT	17.98 KB
2. Introduction to Regularization.mp4	MP4	8.02 MB
2. Introduction to Regularization.srt	SRT	2.82 KB
3. Drop Out.mp4	MP4	13.06 MB
3. Drop Out.srt	SRT	4.82 KB
4. L1 and L2 Regularization.mp4	MP4	15.62 MB
4. L1 and L2 Regularization.srt	SRT	5.73 KB
5. Data Augmentation.mp4	MP4	31.9 MB
5. Data Augmentation.srt	SRT	6.55 KB
6. Early Stopping.mp4	MP4	12.98 MB
6. Early Stopping.srt	SRT	5.11 KB
7. Batch Normalization.mp4	MP4	23.84 MB
7. Batch Normalization.srt	SRT	6.69 KB
8. When Do We Use Regularization.mp4	MP4	11.57 MB
8. When Do We Use Regularization.srt	SRT	3.5 KB
9. Training a Fashion Classifider (FNIST) with no Regularization using Keras.mp4	MP4	82.69 MB
9. Training a Fashion Classifider (FNIST) with no Regularization using Keras.srt	SRT	14.28 KB

16. Visualizing What CNN's Learn

1. Visualizing CNN Filters or Feature Maps.mp4	MP4	20.47 MB
1. Visualizing CNN Filters or Feature Maps.srt	SRT	8.44 KB
2. Visualising Filter Activations.mp4	MP4	35.54 MB
2. Visualising Filter Activations.srt	SRT	11.56 KB
3. Keras Filter Visualization and Activations.mp4	MP4	107.23 MB
3. Keras Filter Visualization and Activations.srt	SRT	22.03 KB
4. Maximizing Filters.mp4	MP4	23.06 MB
4. Maximizing Filters.srt	SRT	6.63 KB
5. Class Maximization.mp4	MP4	30.13 MB
5. Class Maximization.srt	SRT	7.61 KB
6. Filter and Class Maximization.mp4	MP4	156.06 MB
6. Filter and Class Maximization.srt	SRT	24.83 KB
7. Grad-CAM Visualize What Influences Your Model.mp4	MP4	14.91 MB
7. Grad-CAM Visualize What Influences Your Model.srt	SRT	4.47 KB
8. Grad-CAM Plus.mp4	MP4	80.37 MB
8. Grad-CAM Plus.srt	SRT	13.06 KB

17. Advamced Convolutional Neural Networks

1. History and Evolution of Convolutional Neural Networks.mp4	MP4	9.13 MB
1. History and Evolution of Convolutional Neural Networks.srt	SRT	5.57 KB
10. EfficientNet.mp4	MP4	24.99 MB
10. EfficientNet.srt	SRT	7.88 KB
11. DenseNet.mp4	MP4	32.02 MB
11. DenseNet.srt	SRT	10.41 KB
12. The ImageNet Dataset.mp4	MP4	29.53 MB
12. The ImageNet Dataset.srt	SRT	7.74 KB
2. LeNet.mp4	MP4	18.67 MB
2. LeNet.srt	SRT	4.51 KB
3. AlexNet.mp4	MP4	17.53 MB
3. AlexNet.srt	SRT	5.91 KB
4. VGG16 and VGG19.mp4	MP4	23.05 MB
4. VGG16 and VGG19.srt	SRT	7.03 KB
5. ResNets.mp4	MP4	17.8 MB
5. ResNets.srt	SRT	7.04 KB
6. Why ResNets Work So Well.mp4	MP4	23.29 MB
6. Why ResNets Work So Well.srt	SRT	6.61 KB
7. MobileNetV1 and V2.mp4	MP4	43.82 MB
7. MobileNetV1 and V2.srt	SRT	14.7 KB
8. InceptionV3.mp4	MP4	23.42 MB
8. InceptionV3.srt	SRT	8.84 KB
9. SqueezeNet.mp4	MP4	23.18 MB
9. SqueezeNet.srt	SRT	6.84 KB

18. Building and Loading Advanced CNN Archiectures and Rank-N Accuracy

1. Implementing LeNet and AlexNet in Keras.mp4	MP4	139.34 MB
1. Implementing LeNet and AlexNet in Keras.srt	SRT	23.21 KB
2. Loading Pre-trained Networks in PyTorch (ResNets, DenseNets, MobileNET, VGG19).mp4	MP4	153.77 MB
2. Loading Pre-trained Networks in PyTorch (ResNets, DenseNets, MobileNET, VGG19).srt	SRT	28.9 KB
3. Loading Pre-trained Networks in Keras (ResNets, DenseNets, MobileNET, VGG19).mp4	MP4	111.38 MB
3. Loading Pre-trained Networks in Keras (ResNets, DenseNets, MobileNET, VGG19).srt	SRT	19.51 KB
4. The Top-N or Rank-N Accuracy Metric.mp4	MP4	12.42 MB
4. The Top-N or Rank-N Accuracy Metric.srt	SRT	4.56 KB
5. Getting the Rank-N Accuracy in PyTorch.mp4	MP4	97.92 MB
5. Getting the Rank-N Accuracy in PyTorch.srt	SRT	16.38 KB
6. Getting the Rank-N Accuracy in Keras.mp4	MP4	55.85 MB
6. Getting the Rank-N Accuracy in Keras.srt	SRT	9.75 KB

19. Using Callbacks in Keras and PyTorch

1. What are Callbacks.mp4	MP4	16.18 MB
1. What are Callbacks.srt	SRT	7.01 KB
2. Cats vs Dogs Classifier using Callbacks in PyTorch.mp4	MP4	114.98 MB
2. Cats vs Dogs Classifier using Callbacks in PyTorch.srt	SRT	22.81 KB
3. Cats vs Dogs Classifier using Callbacks in Keras.mp4	MP4	114.72 MB
3. Cats vs Dogs Classifier using Callbacks in Keras.srt	SRT	22.26 KB

2. Download Code and Setup Colab

1. Download Course Resources.html	HTML	804 B
1.1 Code - Modern Computer Vision_05_06_2022.zip	ZIP	150.98 MB
1.2 ebook slides - Modern Computer Vision.pdf	PDF	121.57 MB
2. Setup - Download Code and Configure Colab.mp4	MP4	22.57 MB
2. Setup - Download Code and Configure Colab.srt	SRT	4.19 KB

20. PyTorch Lightning

1. Introduction to PyTorch Lightning.mp4	MP4	38.24 MB
1. Introduction to PyTorch Lightning.srt	SRT	12.06 KB
2. Lightning Setup and Class.mp4	MP4	62.15 MB
2. Lightning Setup and Class.srt	SRT	9.53 KB
3. Auto Batch and Learning Rate Selection plus Tensorboards.mp4	MP4	106.56 MB
3. Auto Batch and Learning Rate Selection plus Tensorboards.srt	SRT	17.08 KB
4. PyTorch Lightning Calls, Saving, Inference.mp4	MP4	71.64 MB
4. PyTorch Lightning Calls, Saving, Inference.srt	SRT	12.96 KB
5. Training on Multiple GPU, Profiling and TPUs.mp4	MP4	64.15 MB
5. Training on Multiple GPU, Profiling and TPUs.srt	SRT	9.94 KB

21. Transfer Learning and Fine Tuning

1. Transfer Learning Introduction.mp4	MP4	31.89 MB
1. Transfer Learning Introduction.srt	SRT	12.67 KB
2. Transfer Learning in PyTorch Lightning.mp4	MP4	55.89 MB
2. Transfer Learning in PyTorch Lightning.srt	SRT	9.69 KB
3. Transfer Learning and Fine Tuning with Keras.mp4	MP4	96 MB
3. Transfer Learning and Fine Tuning with Keras.srt	SRT	17.16 KB
4. Keras Feature Extraction.mp4	MP4	131.81 MB
4. Keras Feature Extraction.srt	SRT	19.46 KB
5. PyTorch Fine Tuning.mp4	MP4	121.59 MB
5. PyTorch Fine Tuning.srt	SRT	21.73 KB
6. PyTorch Transfer Learning and Freezing Network Layers.mp4	MP4	28.81 MB
6. PyTorch Transfer Learning and Freezing Network Layers.srt	SRT	5.23 KB
7. PyTorch Feature Extraction.mp4	MP4	103.4 MB
7. PyTorch Feature Extraction.srt	SRT	15.87 KB
GetFreeCourses.Co.url	URL	116 B

22. Google DeepStream and Neural Style Transfer

1. Introduction to Google DeepDream Visualizations.mp4	MP4	39.87 MB
1. Introduction to Google DeepDream Visualizations.srt	SRT	7.33 KB
2. Google DeepDream in Keras.mp4	MP4	72.85 MB
2. Google DeepDream in Keras.srt	SRT	10.55 KB
3. Google DeepDream in PyTorch.mp4	MP4	58.32 MB
3. Google DeepDream in PyTorch.srt	SRT	6.32 KB
4. Introduction to Neural Style Transfer.mp4	MP4	49.97 MB
4. Introduction to Neural Style Transfer.srt	SRT	14.54 KB
5. Neural Style Transfer in Keras.mp4	MP4	141.08 MB
5. Neural Style Transfer in Keras.srt	SRT	22.3 KB
6. Neural Style Transfer in PyTorch.mp4	MP4	57.9 MB
6. Neural Style Transfer in PyTorch.srt	SRT	7.57 KB

23. Autoencoders

1. Introduction to Autoencoders.mp4	MP4	25.37 MB
1. Introduction to Autoencoders.srt	SRT	10.46 KB
2. Autoencoders in Keras.mp4	MP4	80.55 MB
2. Autoencoders in Keras.srt	SRT	13.7 KB
3. Autoencoders in PyTorch.mp4	MP4	66.04 MB
3. Autoencoders in PyTorch.srt	SRT	11.23 KB

24. Generative Adversarial Networks (GANs)

1. Introduction to GANs.mp4	MP4	43.57 MB
1. Introduction to GANs.srt	SRT	6.55 KB
1.1 Slides - Generative Adverserial Networks.pdf	PDF	28.91 MB
2. How Do GANs Work.mp4	MP4	26.55 MB
2. How Do GANs Work.srt	SRT	7.25 KB
3. Training GANs.mp4	MP4	49.27 MB
3. Training GANs.srt	SRT	10.96 KB
4. Use Cases for GANs.mp4	MP4	108.13 MB
4. Use Cases for GANs.srt	SRT	13.39 KB
5. Keras DCGAN with MNIST.mp4	MP4	100.92 MB
5. Keras DCGAN with MNIST.srt	SRT	16.41 KB
6. PyTorch GANs.mp4	MP4	65.41 MB
6. PyTorch GANs.srt	SRT	11.38 KB
7. Super Resolution GAN.mp4	MP4	102.24 MB
7. Super Resolution GAN.srt	SRT	13.59 KB
8. AnimeGAN.mp4	MP4	34.77 MB
8. AnimeGAN.srt	SRT	5.41 KB
9. ArcaneGAN.mp4	MP4	31.55 MB
9. ArcaneGAN.srt	SRT	3.67 KB

25. Siamese Network

1. Introduction to Siamese Networks.mp4	MP4	28.8 MB
1. Introduction to Siamese Networks.srt	SRT	8.72 KB
2. Training Siamese Networks.mp4	MP4	13.34 MB
2. Training Siamese Networks.srt	SRT	4.83 KB
3. Siamese Networks in Keras.mp4	MP4	73.01 MB
3. Siamese Networks in Keras.srt	SRT	12.8 KB
4. Siamese Networks in PyTorch.mp4	MP4	67.92 MB
4. Siamese Networks in PyTorch.srt	SRT	9.76 KB

26. Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning

1. Face Recognition Overview.mp4	MP4	32.03 MB
1. Face Recognition Overview.srt	SRT	10.51 KB
2. Facial Similarity Keras VGGFace.mp4	MP4	56.62 MB
2. Facial Similarity Keras VGGFace.srt	SRT	9.19 KB
3. Face Recognition Keras One Shot Learning and Friends.mp4	MP4	80.6 MB
3. Face Recognition Keras One Shot Learning and Friends.srt	SRT	11.06 KB
4. Face Recognition PyTorch FaceNet.mp4	MP4	51.29 MB
4. Face Recognition PyTorch FaceNet.srt	SRT	7.92 KB
5. DeepFace - Age, Gender, Emotion, Ethnicity and Face Recognition.mp4	MP4	132.36 MB
5. DeepFace - Age, Gender, Emotion, Ethnicity and Face Recognition.srt	SRT	20.04 KB

27. Object Detection

1. Object Detection.mp4	MP4	65.25 MB
1. Object Detection.srt	SRT	13.1 KB
2. History of Object Detectors.mp4	MP4	52.87 MB
2. History of Object Detectors.srt	SRT	12.12 KB
3. Intersection Over Union.mp4	MP4	17.44 MB
3. Intersection Over Union.srt	SRT	4.26 KB
4. Mean Average Precision.mp4	MP4	45.71 MB
4. Mean Average Precision.srt	SRT	11.69 KB
5. Non Maximum Suppression.mp4	MP4	19.55 MB
5. Non Maximum Suppression.srt	SRT	4.39 KB
6. R-CNNs, Fast R-CNNs and Faster R-CNNs.mp4	MP4	41.2 MB
6. R-CNNs, Fast R-CNNs and Faster R-CNNs.srt	SRT	11.22 KB
7. Single Shot Detectors (SSDs).mp4	MP4	30.93 MB
7. Single Shot Detectors (SSDs).srt	SRT	9.87 KB

28. Modern Object Detectors - YOLO, EfficientDet, Detectron2

1. Introduction to YOLO.mp4	MP4	33.48 MB
1. Introduction to YOLO.srt	SRT	8.51 KB
2. How YOLO Works.mp4	MP4	29.31 MB
2. How YOLO Works.srt	SRT	6.42 KB
3. Training YOLO.mp4	MP4	25.03 MB
3. Training YOLO.srt	SRT	6.54 KB
4. YOLO Evolution.mp4	MP4	24.18 MB
4. YOLO Evolution.srt	SRT	7.87 KB
5. EfficientDet.mp4	MP4	30.74 MB
5. EfficientDet.srt	SRT	8.22 KB
6. Detectron2.mp4	MP4	40.59 MB
6. Detectron2.srt	SRT	9.78 KB

29. Gun Detector - Scaled-YoloV4

	1. Gun Detector - Scaled-YoloV4.mp4	MP4	128.47 MB
	1. Gun Detector - Scaled-YoloV4.srt	SRT	17.73 KB

3. OpenCV - Image Operations

1. Getting Started with OpenCV4.mp4	MP4	94.74 MB
1. Getting Started with OpenCV4.srt	SRT	23.03 KB
10. Dilation, Erosion and Edge Detection.mp4	MP4	79.96 MB
10. Dilation, Erosion and Edge Detection.srt	SRT	14.42 KB
2. Grayscaling Images.mp4	MP4	52.52 MB
2. Grayscaling Images.srt	SRT	9.42 KB
3. Colour Spaces - RGB and HSV.mp4	MP4	68.3 MB
3. Colour Spaces - RGB and HSV.srt	SRT	12.22 KB
4. Drawing on Images.mp4	MP4	52.03 MB
4. Drawing on Images.srt	SRT	14.45 KB
5. Transformations - Translations and Rotations.mp4	MP4	67.22 MB
5. Transformations - Translations and Rotations.srt	SRT	13.97 KB
6. Scaling, Re-sizing, Interpolations and Cropping.mp4	MP4	114.94 MB
6. Scaling, Re-sizing, Interpolations and Cropping.srt	SRT	18.99 KB
7. Arithmetic and Bitwise Operations.mp4	MP4	66.14 MB
7. Arithmetic and Bitwise Operations.srt	SRT	14.51 KB
8. Convolutions, Blurring and Sharpening Images.mp4	MP4	58.96 MB
8. Convolutions, Blurring and Sharpening Images.srt	SRT	9.05 KB
9. Thresholding, Binarization & Adaptive Thresholding.mp4	MP4	117.18 MB
9. Thresholding, Binarization & Adaptive Thresholding.srt	SRT	18.71 KB

30. Mask Detector TFODAPI MobileNetV2_SSD

	1. Mask Detector TFODAPI MobileNetV2_SSD.mp4	MP4	81.18 MB
	1. Mask Detector TFODAPI MobileNetV2_SSD.srt	SRT	11.11 KB

31. Sign Language Detector TFODAPI EfficentDet

	1. Sign Language Detector TFODAPI EfficentDet.mp4	MP4	85.17 MB
	1. Sign Language Detector TFODAPI EfficentDet.srt	SRT	10.56 KB

32. Pothole Detector - TinyYOLOv4

	1. Pothole Detector - TinyYOLOv4.mp4	MP4	59.49 MB
	1. Pothole Detector - TinyYOLOv4.srt	SRT	7.73 KB

33. Mushroom Detector Detectron2

	1. Mushroom Detector Detectron2.mp4	MP4	64.96 MB
	1. Mushroom Detector Detectron2.srt	SRT	7.33 KB

34. Website Region Detector YOLOv4 Darknet

	1. Website Region Detector YOLOv4 Darknet.mp4	MP4	49.63 MB
	1. Website Region Detector YOLOv4 Darknet.srt	SRT	6.7 KB

35. Drone Maritime Detector R-CNN

	1. Drone Maritime Detector R-CNN.mp4	MP4	56.86 MB
	1. Drone Maritime Detector R-CNN.srt	SRT	7.55 KB

36. Chess Piece YOLOv3

	1. Chess Piece YOLOv3.mp4	MP4	42.66 MB
	1. Chess Piece YOLOv3.srt	SRT	7.02 KB

37. Bloodcell Detector YOLOv5

	1. Bloodcell Detector YOLOv5.mp4	MP4	58.54 MB
	1. Bloodcell Detector YOLOv5.srt	SRT	6.65 KB

38. Hard Hat Detector EfficentDet

	1. Hard Hat Detector EfficentDet.mp4	MP4	30.6 MB
	1. Hard Hat Detector EfficentDet.srt	SRT	5.3 KB

39. Plant Doctor Detector YOLOv5

	1. Plant Doctor Detector YOLOv5.mp4	MP4	71.12 MB
	1. Plant Doctor Detector YOLOv5.srt	SRT	9.31 KB

4. OpenCV - Image Segmentation

1. Contours - Drawing, Hierarchy and Modes.mp4	MP4	117.12 MB
1. Contours - Drawing, Hierarchy and Modes.srt	SRT	20.42 KB
2. Moments, Sorting, Approximating and Matching Contours.mp4	MP4	139.77 MB
2. Moments, Sorting, Approximating and Matching Contours.srt	SRT	24.83 KB
3. Line, Circle and Blob Detection.mp4	MP4	56.57 MB
3. Line, Circle and Blob Detection.srt	SRT	8.94 KB
4. Counting Circles, Ellipses and Finding Waldo with Template Matching.mp4	MP4	68.51 MB
4. Counting Circles, Ellipses and Finding Waldo with Template Matching.srt	SRT	9.27 KB
5. Finding Corners.mp4	MP4	36.53 MB
5. Finding Corners.srt	SRT	6.54 KB

40. Deep Segmentation - U-Net, SegNet, DeeplabV3 and Mask R-CNN

1. Introduction to Deep Segmentation.mp4	MP4	78.17 MB
1. Introduction to Deep Segmentation.srt	SRT	16.66 KB
2. Image Segmentation Keras UNET SegNet.mp4	MP4	73.05 MB
2. Image Segmentation Keras UNET SegNet.srt	SRT	11.28 KB
3. PyTorch DeepLabV3.mp4	MP4	60.15 MB
3. PyTorch DeepLabV3.srt	SRT	8.02 KB
4. Mask-RCNN Tensorflow Matterport.mp4	MP4	61.72 MB
4. Mask-RCNN Tensorflow Matterport.srt	SRT	6.48 KB
5. Detectron2 Mask R-CNN.mp4	MP4	70.89 MB
5. Detectron2 Mask R-CNN.srt	SRT	7.27 KB
6. Train Mask R-CNN Shapes Dataset.mp4	MP4	54.97 MB
6. Train Mask R-CNN Shapes Dataset.srt	SRT	6.84 KB

41. Body Pose Estimation

	1. Body Pose Estimation.mp4	MP4	46.21 MB
	1. Body Pose Estimation.srt	SRT	4.54 KB

42. Tracking with DeepSORT

1. DeepSORT Introduction.mp4	MP4	59.56 MB
1. DeepSORT Introduction.srt	SRT	12.36 KB
2. DeepSORT with YOLOv5.mp4	MP4	58.34 MB
2. DeepSORT with YOLOv5.srt	SRT	5.57 KB

43. Deep Fakes

	1. Creating a Deep Fake.mp4	MP4	58.67 MB
	1. Creating a Deep Fake.srt	SRT	7.49 KB

44. Vision Transformers - ViTs

1. Introduction to Vision Transformers.mp4	MP4	26.74 MB
1. Introduction to Vision Transformers.srt	SRT	7.47 KB
2. Vision Transformer in Detail with PyTorch.mp4	MP4	76.24 MB
2. Vision Transformer in Detail with PyTorch.srt	SRT	12.11 KB
3. Vision Transformers in Keras.mp4	MP4	47.99 MB
3. Vision Transformers in Keras.srt	SRT	7.53 KB

45. BiT BigTransfer Classifier Keras

	1. BiT BigTransfer Classifier Keras.mp4	MP4	58.62 MB
	1. BiT BigTransfer Classifier Keras.srt	SRT	9.21 KB

46. Depth Estimation

	1. Depth Estimation Project.mp4	MP4	76.77 MB
	1. Depth Estimation Project.srt	SRT	10.7 KB

47. Image Similarity using Metric Learning

	1. Image Similarity using Metric Learning.mp4	MP4	56.01 MB
	1. Image Similarity using Metric Learning.srt	SRT	7.88 KB

48. Image Captioning with Keras

	1. Image Captioning with Keras.mp4	MP4	96.09 MB
	1. Image Captioning with Keras.srt	SRT	14.09 KB

49. Video Classification usign CNN+RNN

	1. Video Classification usign CNN+RNN.mp4	MP4	56.76 MB
	1. Video Classification usign CNN+RNN.srt	SRT	7.81 KB

5. OpenCV - Haar Cascade Classifiers

1. Face and Eye Detection with Haar Cascade Classifiers.mp4	MP4	110.22 MB
1. Face and Eye Detection with Haar Cascade Classifiers.srt	SRT	17.79 KB
2. Vehicle and Pedestrian Detection.mp4	MP4	86.09 MB
2. Vehicle and Pedestrian Detection.srt	SRT	14.66 KB

50. Video Classification with Transformers

	1. Video Classification with Transformers.mp4	MP4	49.24 MB
	1. Video Classification with Transformers.srt	SRT	6.48 KB

51. Point Cloud Classification PointNet

	1. Point Cloud Classification PointNet.mp4	MP4	59.53 MB
	1. Point Cloud Classification PointNet.srt	SRT	8.31 KB

52. Point Cloud Segmentation Using PointNet

1. Point Cloud Segmentation Using PointNet.mp4	MP4	92.05 MB
1. Point Cloud Segmentation Using PointNet.srt	SRT	13.15 KB
GetFreeCourses.Co.url	URL	116 B

53. Medical Project - X-Ray Pneumonia Prediction

	1. X-Ray Pneumonia Prediction.mp4	MP4	61.41 MB
	1. X-Ray Pneumonia Prediction.srt	SRT	8.25 KB

54. Medical Project - 3D CT Scan Classification

	1. 3D CT Scan Classification.mp4	MP4	60.32 MB
	1. 3D CT Scan Classification.srt	SRT	7.87 KB

55. Low Light Image Enhancement MIRNet

	1. Low Light Image Enhancement MIRNet.mp4	MP4	91.55 MB
	1. Low Light Image Enhancement MIRNet.srt	SRT	10.62 KB

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

1. Flask RestFUL API.mp4	MP4	54.94 MB
1. Flask RestFUL API.srt	SRT	9.99 KB
2. Flask Web App.mp4	MP4	37.26 MB
2. Flask Web App.srt	SRT	6.09 KB

57. OCR Captcha Cracker

	1. OCR Captcha Cracker.mp4	MP4	46.38 MB
	1. OCR Captcha Cracker.srt	SRT	7.67 KB

6. OpenCV - Image Analysis and Transformation

1. Perspective Transforms.mp4	MP4	64.42 MB
1. Perspective Transforms.srt	SRT	12.7 KB
2. Histograms and K-Means Clustering for Dominant Colors.mp4	MP4	79.89 MB
2. Histograms and K-Means Clustering for Dominant Colors.srt	SRT	15.67 KB
3. Comparing Images MSE and Structual Similarity.mp4	MP4	42.1 MB
3. Comparing Images MSE and Structual Similarity.srt	SRT	8.36 KB
4. Filtering on Colour.mp4	MP4	40.87 MB
4. Filtering on Colour.srt	SRT	8.38 KB
5. Watershed Algorithm Marker-Dased Image Segmentation.mp4	MP4	43.33 MB
5. Watershed Algorithm Marker-Dased Image Segmentation.srt	SRT	8.22 KB
6. Background and Foreground Subtraction.mp4	MP4	66.11 MB
6. Background and Foreground Subtraction.srt	SRT	11.19 KB

7. OpenCV - Motion and Object Tracking

1. Motion Tracking with Mean Shift and CAMSHIFT.mp4	MP4	71.05 MB
1. Motion Tracking with Mean Shift and CAMSHIFT.srt	SRT	10.59 KB
2. Object Tracking with Optical Flow.mp4	MP4	95.15 MB
2. Object Tracking with Optical Flow.srt	SRT	15.5 KB
3. Simple Object Tracking by Color.mp4	MP4	48.62 MB
3. Simple Object Tracking by Color.srt	SRT	7.61 KB
GetFreeCourses.Co.url	URL	116 B

8. OpenCV - Facial Landmark Detection & Face Swaps

1. Facial Landmark Detection with Dlib.mp4	MP4	37.54 MB
1. Facial Landmark Detection with Dlib.srt	SRT	8.2 KB
2. Face Swapping with Dlib.mp4	MP4	49.4 MB
2. Face Swapping with Dlib.srt	SRT	8.06 KB

9. OpenCV Projects

1. Tilt Shift Effects.mp4	MP4	59.03 MB
1. Tilt Shift Effects.srt	SRT	8.7 KB
10. Add and Remove Noise and Fix Contrast with Histogram Equalization.mp4	MP4	88.97 MB
10. Add and Remove Noise and Fix Contrast with Histogram Equalization.srt	SRT	13.78 KB
11. Detect Blur in Images.mp4	MP4	39.57 MB
11. Detect Blur in Images.srt	SRT	7.51 KB
12. Facial Recognition.mp4	MP4	84.31 MB
12. Facial Recognition.srt	SRT	14.45 KB
2. GrabCut Algorithm for Background Removal.mp4	MP4	45.65 MB
2. GrabCut Algorithm for Background Removal.srt	SRT	9.22 KB
3. OCR with PyTesseract and EasyOCR (Text Detection).mp4	MP4	119.5 MB
3. OCR with PyTesseract and EasyOCR (Text Detection).srt	SRT	18.89 KB
4. Barcode, QR Generation and Reading.mp4	MP4	68.68 MB
4. Barcode, QR Generation and Reading.srt	SRT	13.13 KB
5. YOLOv3 in OpenCV.mp4	MP4	79.52 MB
5. YOLOv3 in OpenCV.srt	SRT	12.48 KB
6. Neural Style Transfer with OpenCV.mp4	MP4	143.03 MB
6. Neural Style Transfer with OpenCV.srt	SRT	16.82 KB
7. SSDs in OpenCV.mp4	MP4	51.82 MB
7. SSDs in OpenCV.srt	SRT	6.6 KB
8. Colorize Black and White Photos using a Caffe Model in OpenCV.mp4	MP4	80.98 MB
8. Colorize Black and White Photos using a Caffe Model in OpenCV.srt	SRT	11.5 KB
9. Inpainting to Restore Damaged Photos.mp4	MP4	28.48 MB
9. Inpainting to Restore Damaged Photos.srt	SRT	5.75 KB

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