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【影视】 Convolutional Neural Networks with Pytorch

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[TutsNode.com] - Convolutional Neural Networks with Pytorch/02 Convolutional Neural Networks with Pytorch/004 Create Convolutional Neural Network model.mp4 653.3 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/02 Convolutional Neural Networks with Pytorch/002 Load datase.mp4 497.1 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/02 Convolutional Neural Networks with Pytorch/008 Analize model on test dataset and metrics.mp4 404.8 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/02 Convolutional Neural Networks with Pytorch/006 Train model_ train dataset.mp4 368.5 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/02 Convolutional Neural Networks with Pytorch/007 Train model_ validation dataset.mp4 346.1 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/007 Overview of Convolutional Layer.mp4 338.8 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/02 Convolutional Neural Networks with Pytorch/003 Visualize data.mp4 228.0 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/012 Practical view of training a Neural Network.mp4 218.4 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/011 Mathematical view of training a Neural Network.mp4 216.4 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/004 Mathematical view of General Neural Networks.mp4 157.2 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/002 What is a Neural Network_.mp4 153.7 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/013 Train with batches.mp4 133.1 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/02 Convolutional Neural Networks with Pytorch/009 Practical advices about training.mp4 106.9 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/02 Convolutional Neural Networks with Pytorch/001 Practical example presentation.mp4 94.5 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/005 Type of Neural Networks models.mp4 87.4 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/001 Introduction.mp4 83.7 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/009 Overview of Fully Connected Layer.mp4 77.1 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/010 Typical Convolutional Neural Network architecture.mp4 72.1 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/01 What is a Convolutional Neural Network_/008 Overview of Pooling Layer.mp4 69.4 MB
[TutsNode.com] - Convolutional Neural Networks with Pytorch/02 Convolutional Neural Networks with Pytorch/005 Define cost function and optimizer.mp4 69.0 MB

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【影视】 [ DevCourseWeb.com ] Udemy - The Complete Convolutional Neural Network with Python 2022

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~Get Your Files Here !/2. Convolutional Neural Network (CNN) Fundamental/1. Introduction to Convolutional Neural Network Part 1.mp4 192.9 MB
~Get Your Files Here !/5. Advanced Implementation of CNN/7. Improving the result Final Part.mp4 162.8 MB
~Get Your Files Here !/5. Advanced Implementation of CNN/4. Combining 2 images Part 2.mp4 160.5 MB
~Get Your Files Here !/5. Advanced Implementation of CNN/6. Improving the result Part 1.mp4 141.1 MB
~Get Your Files Here !/4. Clothing Image Project/4. Clothing image Project Part 4.mp4 131.9 MB
~Get Your Files Here !/4. Clothing Image Project/3. Clothing image Project Part 3.mp4 129.1 MB
~Get Your Files Here !/5. Advanced Implementation of CNN/5. Combining 2 images Final Part.mp4 129.0 MB
~Get Your Files Here !/4. Clothing Image Project/6. Clothing image Project Part 6.mp4 128.1 MB
~Get Your Files Here !/4. Clothing Image Project/8. Clothing image Project Final Part.mp4 126.9 MB
~Get Your Files Here !/2. Convolutional Neural Network (CNN) Fundamental/5. Implementing Simple CNN model Part 3.mp4 121.3 MB
~Get Your Files Here !/3. CIFAR-10 Project/2. CIFAR-10 project Implementation Part 2.mp4 109.9 MB
~Get Your Files Here !/3. CIFAR-10 Project/4. CIFAR-10 project Implementation Part 4.mp4 104.2 MB
~Get Your Files Here !/2. Convolutional Neural Network (CNN) Fundamental/3. Implementing Simple CNN model Part 1.mp4 94.0 MB
~Get Your Files Here !/2. Convolutional Neural Network (CNN) Fundamental/4. Implementing Simple CNN model Part 2.mp4 88.2 MB
~Get Your Files Here !/2. Convolutional Neural Network (CNN) Fundamental/2. Introduction to Convolutional Neural Network Part 2.mp4 83.8 MB
~Get Your Files Here !/4. Clothing Image Project/1. Clothing image Project Part 1.mp4 76.4 MB
~Get Your Files Here !/3. CIFAR-10 Project/5. CIFAR-10 project Implementation Final Part.mp4 75.5 MB
~Get Your Files Here !/4. Clothing Image Project/5. Clothing image Project Part 5.mp4 63.7 MB
~Get Your Files Here !/4. Clothing Image Project/2. Clothing image Project Part 2.mp4 59.6 MB
~Get Your Files Here !/3. CIFAR-10 Project/1. CIFAR-10 project Implementation Part 1.mp4 55.1 MB

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【影视】 [DesireCourse.Net] Udemy - Convolutional Neural Networks Mastery - Deep Learning - CNN

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3. AutoGrad in Pytorch/1. Autograd in Pytorch.mp4 144.2 MB
4. Creating Deep Neural Networks in Pytorch/1. Building first neural network.mp4 101.7 MB
5. CNN on Pytorch/3. CNN Recap.mp4 76.9 MB
2. Introduction/1. Getting System Ready.mp4 66.3 MB
5. CNN on Pytorch/1. Data Loading - CIFAR10.mp4 61.5 MB
6. LeNet Architecture in Pytorch/2. LeNet Model in Pytorch.mp4 55.0 MB
7. Bonus Access/2. Linear Algebra for Data Science.mp4 49.2 MB
7. Bonus Access/3. Deep Learning Calculus.mp4 44.2 MB
6. LeNet Architecture in Pytorch/3. Preparation & Evaluation.mp4 44.1 MB
6. LeNet Architecture in Pytorch/1. LeNet Overview.mp4 43.0 MB
7. Bonus Access/4. Deep Learning from Scratch using Tensorflow - Keras.mp4 39.9 MB
2. Introduction/7. Pytorch on GPU.mp4 39.2 MB
5. CNN on Pytorch/4. First CNN.mp4 33.5 MB
5. CNN on Pytorch/5. CNN Deep layers.mp4 32.7 MB
2. Introduction/2. Create Tensors in Pytorch.mp4 31.1 MB
3. AutoGrad in Pytorch/2. Implementing Gradient Descent using Autograd.mp4 30.1 MB
4. Creating Deep Neural Networks in Pytorch/3. Writing Custom NN module.mp4 26.7 MB
2. Introduction/5. Numpy in Pytorch.mp4 24.7 MB
2. Introduction/6. What is CUDA.mp4 18.2 MB
1. Welcome Aboard/1. Why PyTorch is Powerful.mp4 17.8 MB

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【影视】 Deep Learning - Convolutional Neural Networks with TensorFlow

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Chapter 2 Convolutional Neural Networks (CNNs)/005. CNN Architecture.mp4 65.9 MB
Chapter 2 Convolutional Neural Networks (CNNs)/006. CNN Code Preparation.mp4 62.6 MB
Chapter 2 Convolutional Neural Networks (CNNs)/011. Improving CIFAR-10 Results.mp4 58.9 MB
Chapter 2 Convolutional Neural Networks (CNNs)/004. Convolution on Color Images.mp4 58.6 MB
Chapter 2 Convolutional Neural Networks (CNNs)/001. What Is Convolution (Part 1).mp4 57.9 MB
Chapter 4 Transfer Learning for Computer Vision/005. Transfer Learning Code (Part 1).mp4 52.2 MB
Chapter 3 Natural Language Processing (NLP)/002. Code Preparation (NLP).mp4 49.2 MB
Chapter 3 Natural Language Processing (NLP)/001. Embeddings.mp4 45.4 MB
Chapter 4 Transfer Learning for Computer Vision/001. Transfer Learning Theory.mp4 44.6 MB
Chapter 4 Transfer Learning for Computer Vision/006. Transfer Learning Code (Part 2).mp4 39.0 MB
Chapter 2 Convolutional Neural Networks (CNNs)/007. CNN for Fashion MNIST.mp4 36.2 MB
Chapter 3 Natural Language Processing (NLP)/005. Text Classification with CNNs.mp4 33.6 MB
Chapter 4 Transfer Learning for Computer Vision/003. Large Datasets and Data Generators.mp4 33.6 MB
Chapter 3 Natural Language Processing (NLP)/004. CNNs for Text.mp4 31.6 MB
Chapter 2 Convolutional Neural Networks (CNNs)/009. Data Augmentation.mp4 31.2 MB
Chapter 4 Transfer Learning for Computer Vision/002. Some Pre-Trained Models (VGG, ResNet, Inception, MobileNet).mp4 27.5 MB
Chapter 2 Convolutional Neural Networks (CNNs)/008. CNN for CIFAR-10.mp4 26.1 MB
Chapter 3 Natural Language Processing (NLP)/003. Text Preprocessing.mp4 25.0 MB
Chapter 1 Welcome/002. Outline.mp4 24.6 MB
Chapter 2 Convolutional Neural Networks (CNNs)/003. What Is Convolution (Part 3).mp4 23.5 MB

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【压缩文件】 [ FreeCourseWeb.com ] Udemy - Modern Deep Convolutional Neural Networks with PyTorch.zip

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[ FreeCourseWeb.com ] Udemy - Modern Deep Convolutional Neural Networks with PyTorch.zip 707.4 MB

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【影视】 [FreeTutorials.Us] Udemy - Deep Learning Convolutional Neural Networks in Python

收录时间:2018-09-22 文档个数:97 文档大小:1.1 GB 最近下载:2025-05-15 人气:2869 磁力链接

1. Outline and Review/1. Introduction and Outline.mp4 3.1 MB
1. Outline and Review/1. Introduction and Outline.srt 3.6 kB
1. Outline and Review/2. Review of Important Concepts.mp4 6.0 MB
1. Outline and Review/2. Review of Important Concepts.srt 6.5 kB
1. Outline and Review/3. Where to get the code and data for this course.mp4 5.9 MB
1. Outline and Review/3. Where to get the code and data for this course.srt 5.0 kB
1. Outline and Review/4. How to Succeed in this Course.mp4 6.7 MB
1. Outline and Review/4. How to Succeed in this Course.srt 4.4 kB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4 19.8 MB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.srt 6.1 kB
1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.mp4 10.6 MB
1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.srt 4.5 kB
2. Convolution/1. Real-Life Examples of Convolution.mp4 86.2 MB
2. Convolution/1. Real-Life Examples of Convolution.srt 9.5 kB
2. Convolution/2. Beginner's Guide to Convolution.mp4 36.0 MB
2. Convolution/2. Beginner's Guide to Convolution.srt 8.4 kB
2. Convolution/3. What is convolution.mp4 9.0 MB
2. Convolution/3. What is convolution.srt 9.6 kB
2. Convolution/4. Convolution example with audio Echo.mp4 12.7 MB
2. Convolution/4. Convolution example with audio Echo.srt 6.9 kB

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【影视】 Convolutional Neural Networks with TensorFlow in Python

收录时间:2021-03-18 文档个数:109 文档大小:2.4 GB 最近下载:2025-05-16 人气:2832 磁力链接

[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/07 Tensorboard_ Visualization tool for TensorFlow/027 Confusion matrix and visualizing it with Tensorboard.mp4 114.8 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/06 CNN assembling - MNIST/024 Building and training the CNN.mp4 91.8 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/09 A practical project_ Labelling fashion items/042 Trousers and Jeans - All.mp4 89.7 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/07 Tensorboard_ Visualization tool for TensorFlow/026 Tensorboard on the MNIST example.mp4 87.7 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/07 Tensorboard_ Visualization tool for TensorFlow/028 Using Tensorboard to tune hyperparameters.mp4 86.9 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/09 A practical project_ Labelling fashion items/045 L2 regularization and Dropout.mp4 85.4 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/10 Understanding CNNs/047 Unexpected failures.mp4 76.4 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/11 Popular CNN architectures/051 GoogleNet - computational efficiency.mp4 74.8 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/06 CNN assembling - MNIST/022 A simple CNN architecture.mp4 73.0 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/03 CNN Introduction/009 Feature maps.mp4 70.9 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/06 CNN assembling - MNIST/023 Preprocessing the data.mp4 65.1 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/03 CNN Introduction/008 CNNs motivation.mp4 64.3 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/09 A practical project_ Labelling fashion items/039 Primary classification task - Part 2.mp4 63.5 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/03 CNN Introduction/010 Pooling and Stride.mp4 60.7 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/01 Introduction to the course/001 What does the course cover_.mp4 60.7 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/09 A practical project_ Labelling fashion items/041 Trousers and Jeans - discussion of approaches.mp4 56.1 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/02 Kernels/004 How do image transformations work_.mp4 55.3 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/11 Popular CNN architectures/052 ResNet - revolution of depth.mp4 52.2 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/09 A practical project_ Labelling fashion items/035 The objective and the images.mp4 49.4 MB
[TutsNode.com] - Convolutional Neural Networks with TensorFlow in Python/06 CNN assembling - MNIST/025 Testing the trained CNN.mp4 47.3 MB

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【压缩文件】 [ FreeCourseWeb.com ] Udemy - Convolutional Neural Networks with TensorFlow in Python.zip

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[ FreeCourseWeb.com ] Udemy - Convolutional Neural Networks with TensorFlow in Python.zip 2.3 GB

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【压缩文件】 [DesireCourse.Com] Udemy - Deep Learning Convolutional Neural Networks in Python

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[DesireCourse.Com] Udemy - Deep Learning Convolutional Neural Networks in Python.zip 943.9 MB
[DesireCourse.Com].txt 828 Bytes
[DesireCourse.Com].url 51 Bytes

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【其他】 [CourseClub.NET] Coursera - Convolutional Neural Networks

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04_special-applications-face-recognition-neural-style-transfer/01_face-recognition/01_what-is-face-recognition_C4W4L01_WhatIsFaceRecog.pptx 144.4 MB
01_foundations-of-convolutional-neural-networks/03_heroes-of-deep-learning-optional/01_yann-lecun-interview.mp4 79.2 MB
04_special-applications-face-recognition-neural-style-transfer/01_face-recognition/04_triplet-loss_C4W4L04_TripletLoss.pptx 62.4 MB
04_special-applications-face-recognition-neural-style-transfer/02_neural-style-transfer/01_what-is-neural-style-transfer_C4W4L06_WhatIsNeuralTransferStyle.pptx 40.0 MB
04_special-applications-face-recognition-neural-style-transfer/02_neural-style-transfer/03_cost-function_C4W4L08_CostFunction.pptx 35.9 MB
04_special-applications-face-recognition-neural-style-transfer/01_face-recognition/02_one-shot-learning_C4W4L02_OneShotLearning.pptx 33.8 MB
04_special-applications-face-recognition-neural-style-transfer/01_face-recognition/05_face-verification-and-binary-classification_C4W4L05_FaceVerifABinaryClass.pptx 30.7 MB
03_object-detection/01_detection-algorithms/03_object-detection_C4W3L03_ObjectDetection.pptx 24.9 MB
02_deep-convolutional-models-case-studies/01_case-studies/02_classic-networks.mp4 23.9 MB
04_special-applications-face-recognition-neural-style-transfer/02_neural-style-transfer/02_what-are-deep-convnets-learning_C4W4L07_WhatAreDeepCNsLearning.pptx 22.2 MB
03_object-detection/01_detection-algorithms/02_landmark-detection_C4W3L02_LandmarkDetection.pptx 21.2 MB
01_foundations-of-convolutional-neural-networks/01_convolutional-neural-networks/07_one-layer-of-a-convolutional-network.mp4 21.0 MB
04_special-applications-face-recognition-neural-style-transfer/01_face-recognition/04_triplet-loss.mp4 20.7 MB
03_object-detection/01_detection-algorithms/05_bounding-box-predictions.mp4 20.5 MB
03_object-detection/01_detection-algorithms/04_convolutional-implementation-of-sliding-windows_C4W3L04_ConvImpSlidingWindows.pptx 18.4 MB
04_special-applications-face-recognition-neural-style-transfer/02_neural-style-transfer/05_style-cost-function.mp4 17.2 MB
01_foundations-of-convolutional-neural-networks/01_convolutional-neural-networks/10_cnn-example.mp4 16.7 MB
02_deep-convolutional-models-case-studies/02_practical-advices-for-using-convnets/04_state-of-computer-vision.mp4 16.2 MB
03_object-detection/01_detection-algorithms/01_object-localization.mp4 16.1 MB
03_object-detection/01_detection-algorithms/04_convolutional-implementation-of-sliding-windows.mp4 15.1 MB

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【压缩文件】 Modern Deep Convolutional Neural Networks with PyTorch

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Modern Deep Convolutional Neural Networks with PyTorch.zip 707.0 MB
Download more courses.url 123 Bytes
Downloaded from TutsGalaxy.com.txt 73 Bytes
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【影视】 [GigaCourse.com] Udemy - Deep Learning Convolutional Neural Networks in Python

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8. Appendix/2. Windows-Focused Environment Setup 2018.mp4 195.5 MB
2. Convolution/1. Real-Life Examples of Convolution.mp4 86.2 MB
5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.mp4 82.9 MB
7. Project Facial Expression Recognition/5. Convolutional Net in Theano.mp4 54.2 MB
7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.mp4 50.0 MB
8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.0 MB
4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.mp4 41.3 MB
8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.8 MB
8. Appendix/12. What order should I take your courses in (part 2).mp4 39.4 MB
2. Convolution/2. Beginner's Guide to Convolution.mp4 36.0 MB
8. Appendix/11. What order should I take your courses in (part 1).mp4 30.8 MB
8. Appendix/4. How to Code by Yourself (part 1).mp4 25.7 MB
3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.mp4 22.7 MB
7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4 22.5 MB
6. Practical Tips/2. Advanced CNNs and how to Design your Own.mp4 20.5 MB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4 19.8 MB
2. Convolution/7. Write Convolution Yourself.mp4 19.2 MB
8. Appendix/7. How to Succeed in this Course (Long Version).mp4 19.2 MB
8. Appendix/10. Is Theano Dead.mp4 18.7 MB
8. Appendix/5. How to Code by Yourself (part 2).mp4 15.5 MB

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【影视】 [ FreeCourseWeb.com ] Deep Learning CNN - Convolutional Neural Networks with Python

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~Get Your Files Here !/Chapter 9 Transfer Learning/005. Project in TensorFlow.mp4 156.9 MB
~Get Your Files Here !/Chapter 12 Neural Style Transfer/001. Problem Setup.mp4 115.6 MB
~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/002. FashionMNIST Example Plan Neural Network.mp4 93.7 MB
~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/003. FashionMNIST Example CNN.mp4 92.5 MB
~Get Your Files Here !/Chapter 1 Introduction to the Course/003. Why CNN.mp4 86.9 MB
~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/020. Implementation in NumPy BackwardPass 5.mp4 84.8 MB
~Get Your Files Here !/Chapter 11 Face Verification/002. Project Implementation.mp4 75.0 MB
~Get Your Files Here !/Chapter 2 Image Processing/026. Implementation of Image Blurring Edge Detection Image Sharpening in Python.mp4 67.5 MB
~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/010. NonVectorized Implementations of Conv2d and Pool2d.mp4 67.0 MB
~Get Your Files Here !/Chapter 3 Object Detection/007. Shift Scale Rotation Invariance Exercise.mp4 61.5 MB
~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/033. Rprop and Momentum.mp4 60.8 MB
~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/037. DropOut, Early Stopping and Hyperparameters.mp4 53.6 MB
~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/019. Implementation in NumPy BackwardPass 4.mp4 52.0 MB
~Get Your Files Here !/Chapter 1 Introduction to the Course/001. Course Overview.mp4 51.2 MB
~Get Your Files Here !/Chapter 3 Object Detection/006. Shift Scale Rotation Invariance.mp4 48.3 MB
~Get Your Files Here !/Chapter 3 Object Detection/002. Classification Pipeline.mp4 46.0 MB
~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/001. Neuron and Perceptron.mp4 45.8 MB
~Get Your Files Here !/Chapter 9 Transfer Learning/003. ImageNet Challenge.mp4 44.7 MB
~Get Your Files Here !/Chapter 3 Object Detection/008. Person Detection.mp4 44.2 MB
~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/028. Weight Initialization.mp4 43.8 MB

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【影视】 [ FreeCourseWeb.com ] Deep Learning CNN - Convolutional Neural Networks with Python

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~Get Your Files Here !/Chapter 9 Transfer Learning/005. Project in TensorFlow.mp4 156.9 MB
~Get Your Files Here !/Chapter 12 Neural Style Transfer/001. Problem Setup.mp4 118.3 MB
~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/003. FashionMNIST Example CNN.mp4 99.9 MB
~Get Your Files Here !/Chapter 7 Introduction to TensorFlow/002. FashionMNIST Example Plan Neural Network.mp4 93.7 MB
~Get Your Files Here !/Chapter 1 Introduction to the Course/003. Why CNN.mp4 86.9 MB
~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/020. Implementation in NumPy BackwardPass 5.mp4 84.8 MB
~Get Your Files Here !/Chapter 11 Face Verification/002. Project Implementation.mp4 75.0 MB
~Get Your Files Here !/Chapter 5 Deep Neural Network Architecture/010. NonVectorized Implementations of Conv2d and Pool2d.mp4 72.6 MB
~Get Your Files Here !/Chapter 2 Image Processing/026. Implementation of Image Blurring Edge Detection Image Sharpening in Python.mp4 68.2 MB
~Get Your Files Here !/Chapter 3 Object Detection/007. Shift Scale Rotation Invariance Exercise.mp4 61.5 MB
~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/033. Rprop and Momentum.mp4 60.8 MB
~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/037. DropOut, Early Stopping and Hyperparameters.mp4 53.6 MB
~Get Your Files Here !/Chapter 6 Gradient Descent in CNNs/019. Implementation in NumPy BackwardPass 4.mp4 52.0 MB
~Get Your Files Here !/Chapter 1 Introduction to the Course/001. Course Overview.mp4 51.2 MB
~Get Your Files Here !/Chapter 3 Object Detection/006. Shift Scale Rotation Invariance.mp4 49.3 MB
~Get Your Files Here !/Chapter 2 Image Processing/016. Image Blurring 1.mp4 47.8 MB
~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/028. Weight Initialization.mp4 47.2 MB
~Get Your Files Here !/Chapter 2 Image Processing/030. Image Processing Activity Solution.mp4 46.7 MB
~Get Your Files Here !/Chapter 4 Deep Neural Network Overview/001. Neuron and Perceptron.mp4 46.7 MB
~Get Your Files Here !/Chapter 3 Object Detection/002. Classification Pipeline.mp4 46.0 MB

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~Get Your Files Here !/03. Exploring Convolutional Neural Network Architecture/12. Convolutional Layers.mp4 18.5 MB
~Get Your Files Here !/04. Next Steps/19. Deep Learning Tools and Frameworks.mp4 16.4 MB
~Get Your Files Here !/03. Exploring Convolutional Neural Network Architecture/09. Artificial Neural Networks.mp4 13.3 MB
~Get Your Files Here !/02. Introduction/04. How Computers See Images.mp4 11.9 MB
~Get Your Files Here !/03. Exploring Convolutional Neural Network Architecture/10. Model Training.mp4 10.7 MB
~Get Your Files Here !/04. Next Steps/18. Popular Convolutional Neural Networks.mp4 7.9 MB
~Get Your Files Here !/03. Exploring Convolutional Neural Network Architecture/11. Convolution Basics.mp4 6.8 MB
~Get Your Files Here !/03. Exploring Convolutional Neural Network Architecture/15. Fine-tuning.mp4 4.8 MB
~Get Your Files Here !/02. Introduction/05. Solving Computer Vision Problems before Convolutional Neural Networks.mp4 4.7 MB
~Get Your Files Here !/02. Introduction/06. Common Convolutional Neural Network Use Cases.mp4 4.0 MB
~Get Your Files Here !/03. Exploring Convolutional Neural Network Architecture/14. CNN Structure.mp4 3.3 MB
~Get Your Files Here !/02. Introduction/02. Introduction.mp4 3.2 MB
~Get Your Files Here !/01. Course Overview/01. Course Overview.mp4 2.9 MB
~Get Your Files Here !/Exercise Files/03/exploring-convolutional-neural-network-architecture-slides.pdf 2.9 MB
~Get Your Files Here !/02. Introduction/03. Course Outline.mp4 2.9 MB
~Get Your Files Here !/03. Exploring Convolutional Neural Network Architecture/13. Pooling Layer.mp4 2.7 MB
~Get Your Files Here !/03. Exploring Convolutional Neural Network Architecture/16. Summary.mp4 2.6 MB
~Get Your Files Here !/Exercise Files/02/introduction-slides.pdf 2.3 MB
~Get Your Files Here !/03. Exploring Convolutional Neural Network Architecture/08. Introduction.mp4 2.2 MB
~Get Your Files Here !/02. Introduction/07. Summary.mp4 2.1 MB

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~Get Your Files Here !/6. Hands-on CNN Practicals/1. Code Implementation of CNN.mp4 316.2 MB
~Get Your Files Here !/7. Live Project/1. Healthcare Case Study Implementation of an Image Classification Case Study.mp4 267.0 MB
~Get Your Files Here !/5. More about CNN/2. Detailed Explanation of the CNN Architecture.mp4 255.2 MB
~Get Your Files Here !/4. Backpropagation & Gradient Descent/1. Backpropagation & Forward Pass.mp4 215.2 MB
~Get Your Files Here !/5. More about CNN/4. Image Augmentation.mp4 208.7 MB
~Get Your Files Here !/5. More about CNN/3. Different Steps in CNN (Explained).mp4 178.5 MB
~Get Your Files Here !/3. Activation Functions/3. Linear Function.mp4 173.9 MB
~Get Your Files Here !/3. Activation Functions/6. Rectified Linear Unit (ReLU) Function.mp4 148.2 MB
~Get Your Files Here !/2. Understanding Deep Learning/2. What is a Neuron.mp4 133.4 MB
~Get Your Files Here !/5. More about CNN/5. Batch Size vs Iterations vs Epochs.mp4 123.2 MB
~Get Your Files Here !/5. More about CNN/1. What is CNN.mp4 122.9 MB
~Get Your Files Here !/6. Hands-on CNN Practicals/2. Explanation of Model Summary & Model Parameters.mp4 116.0 MB
~Get Your Files Here !/4. Backpropagation & Gradient Descent/2. Gradient Descent.mp4 110.1 MB
~Get Your Files Here !/3. Activation Functions/4. Sigmoid Function.mp4 93.9 MB
~Get Your Files Here !/2. Understanding Deep Learning/1. Understanding Deep Learning.mp4 93.5 MB
~Get Your Files Here !/3. Activation Functions/2. Step Function.mp4 91.9 MB
~Get Your Files Here !/3. Activation Functions/1. What are Activation Functions.mp4 71.3 MB
~Get Your Files Here !/3. Activation Functions/5. TanH Function.mp4 45.8 MB
~Get Your Files Here !/1. Introduction to CNN/2. Introduction to CNN.mp4 22.9 MB
~Get Your Files Here !/1. Introduction to CNN/2. Introduction to CNN.mp4.jpg 163.2 kB

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10. Python - Solving a Regression problem using ANN/1. Building Neural Network for Regression Problem.mp4 163.5 MB
12. Saving and Restoring Models/1. Saving - Restoring Models and Using Callbacks.mp4 158.9 MB
20. Transfer Learning in Python/1. Project - Transfer Learning - VGG16.mp4 135.4 MB
4. Neural Networks - Stacking cells to create network/3. Back Propagation.mp4 128.1 MB
11. Complex ANN Architectures using Functional API/1. Using Functional API for complex architectures.mp4 96.6 MB
3. Single Cells - Perceptron and Sigmoid Neuron/3. Python - Creating Perceptron model.mp4 90.8 MB
9. Python - Building and training the Model/3. Compiling and Training the Neural Network model.mp4 85.6 MB
9. Python - Building and training the Model/2. Building the Neural Network using Keras.mp4 82.9 MB
17. Project Creating CNN model from scratch/3. Project - Data Preprocessing in Python.mp4 75.4 MB
9. Python - Building and training the Model/4. Evaluating performance and Predicting using Keras.mp4 73.4 MB
14. CNN - Basics/5. Channels.mp4 71.0 MB
17. Project Creating CNN model from scratch/4. Project - Training CNN model in Python.mp4 69.2 MB
2. Setting up Python and Jupyter Notebook/3. Opening Jupyter Notebook.mp4 68.4 MB
2. Setting up Python and Jupyter Notebook/6. Strings in Python Python Basics.mp4 67.6 MB
5. Important concepts Common Interview questions/1. Some Important Concepts.mp4 65.2 MB
13. Hyperparameter Tuning/1. Hyperparameter Tuning.mp4 63.6 MB
4. Neural Networks - Stacking cells to create network/2. Gradient Descent.mp4 63.3 MB
2. Setting up Python and Jupyter Notebook/7. Lists, Tuples and Directories Python Basics.mp4 63.3 MB
16. Analyzing impact of Pooling layer/1. Comparison - Pooling vs Without Pooling in Python.mp4 60.8 MB
8. Python - Dataset for classification problem/1. Dataset for classification.mp4 58.9 MB

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8. Appendix/2. Windows-Focused Environment Setup 2018.mp4 195.5 MB
2. Convolution/1. Real-Life Examples of Convolution.mp4 86.2 MB
5. Convolutional Neural Network in TensorFlow/2. TensorFlow - Full CNN and Test on SVHN.mp4 82.9 MB
7. Project Facial Expression Recognition/5. Convolutional Net in Theano.mp4 54.2 MB
7. Project Facial Expression Recognition/6. Convolutional Net in TensorFlow.mp4 50.0 MB
8. Appendix/3. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.0 MB
4. Convolutional Neural Network in Theano/2. Theano - Full CNN and Test on SVHN.mp4 41.3 MB
8. Appendix/8. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 40.8 MB
8. Appendix/12. What order should I take your courses in (part 2).mp4 39.4 MB
2. Convolution/2. Beginner's Guide to Convolution.mp4 36.0 MB
8. Appendix/11. What order should I take your courses in (part 1).mp4 30.8 MB
8. Appendix/4. How to Code by Yourself (part 1).mp4 25.7 MB
3. Convolutional Neural Network Description/7. LeNet - How the Shapes Go Together.mp4 22.7 MB
7. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp4 22.5 MB
6. Practical Tips/2. Advanced CNNs and how to Design your Own.mp4 20.5 MB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4 19.8 MB
2. Convolution/7. Write Convolution Yourself.mp4 19.2 MB
8. Appendix/7. How to Succeed in this Course (Long Version).mp4 19.2 MB
8. Appendix/10. Is Theano Dead.mp4 18.7 MB
8. Appendix/5. How to Code by Yourself (part 2).mp4 15.5 MB

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[ FreeCourseWeb.com ] Oreilly - Data Science and Machine Learning Series- Advanced Convolutional Neural Networks (CNNs) and Transfer Learning.zip 262.5 MB

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1. Outline and Review/1. Introduction and Outline.mp4 3.1 MB
1. Outline and Review/1. Introduction and Outline.srt 3.6 kB
1. Outline and Review/2. Review of Important Concepts.mp4 6.0 MB
1. Outline and Review/2. Review of Important Concepts.srt 6.5 kB
1. Outline and Review/3. Where to get the code and data for this course.mp4 5.9 MB
1. Outline and Review/3. Where to get the code and data for this course.srt 5.0 kB
1. Outline and Review/4. How to Succeed in this Course.mp4 6.7 MB
1. Outline and Review/4. How to Succeed in this Course.srt 4.4 kB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.mp4 19.8 MB
1. Outline and Review/5. Tensorflow or Theano - Your Choice!.srt 6.1 kB
1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.mp4 10.6 MB
1. Outline and Review/6. How to load the SVHN data and benchmark a vanilla deep network.srt 4.5 kB
2. Convolution/1. Real-Life Examples of Convolution.mp4 86.2 MB
2. Convolution/1. Real-Life Examples of Convolution.srt 9.5 kB
2. Convolution/2. Beginner's Guide to Convolution.mp4 36.0 MB
2. Convolution/2. Beginner's Guide to Convolution.srt 8.4 kB
2. Convolution/3. What is convolution.mp4 9.0 MB
2. Convolution/3. What is convolution.srt 9.6 kB
2. Convolution/4. Convolution example with audio Echo.mp4 12.7 MB
2. Convolution/4. Convolution example with audio Echo.srt 6.9 kB

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