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- 【影视】 Convolutional Neural Networks with Pytorch
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收录时间:2021-06-27
文档个数:68
文档大小:4.5 GB
最近下载:2025-05-16
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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】 [UdemyCourseDownloader] Deep Learning Convolutional Neural Networks in Python
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收录时间:2021-03-29
文档个数:96
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最近下载:2025-05-16
人气:997
磁力链接
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】 Convolutional Neural Networks with TensorFlow in Python
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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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- 【影视】 [ DevCourseWeb.com ] Udemy - The Complete Convolutional Neural Network with Python 2022
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收录时间:2024-01-21
文档个数:94
文档大小:2.6 GB
最近下载:2025-05-16
人气:3847
磁力链接
~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】 [ CourseBoat.com ] Literacy Essentials - Core Concepts Convolutional Neural Network
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收录时间:2024-04-30
文档个数:25
文档大小:128.7 MB
最近下载:2025-05-15
人气:1242
磁力链接
~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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- 【影视】 Deep Learning - Convolutional Neural Networks with TensorFlow
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收录时间:2024-07-11
文档个数:50
文档大小:923.2 MB
最近下载:2025-05-15
人气:3380
磁力链接
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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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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收录时间:2022-02-07
文档个数:68
文档大小:1.0 GB
最近下载:2025-05-15
人气:3714
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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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收录时间:2024-03-24
文档个数:154
文档大小:4.1 GB
最近下载:2025-05-14
人气:1295
磁力链接
~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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收录时间:2021-05-04
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磁力链接
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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收录时间:2018-09-27
文档个数:97
文档大小:1.1 GB
最近下载:2025-05-14
人气:1033
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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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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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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文档个数:80
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~Get Your Files Here !/01 - Introduction/001 Introduction.mp4 63.0 MB
~Get Your Files Here !/01 - Introduction/002 Pneumonia Prediction.mp4 53.5 MB
~Get Your Files Here !/02 - Section 2/001 Malaria Detection.mp4 51.3 MB
~Get Your Files Here !/03 - Multi Class use cases in agriculture and Keras Load Model Function/001 Multiclass Potato Leaf Disease Prediction.mp4 49.5 MB
~Get Your Files Here !/02 - Section 2/003 Brain Tumor Detection.mp4 39.9 MB
~Get Your Files Here !/03 - Multi Class use cases in agriculture and Keras Load Model Function/002 How to use a Keras Load Model Function for a saved Model to predict Multiclass.mp4 32.8 MB
~Get Your Files Here !/03 - Multi Class use cases in agriculture and Keras Load Model Function/003 In case you were wondering how to use a Keras Load Model function for binary.mp4 30.3 MB
~Get Your Files Here !/02 - Section 2/002 Mosquito bite or Tick bite prediction.mp4 11.1 MB
~Get Your Files Here !/02 - Section 2/data/train/tick/flaattbitt8.jpg 281.8 kB
~Get Your Files Here !/02 - Section 2/data/train/mosquito/myggstikk8.jpg 261.8 kB
~Get Your Files Here !/02 - Section 2/data/train/tick/flaattbitt4.jpg 96.8 kB
~Get Your Files Here !/02 - Section 2/data/train/mosquito/myggstikk6.jpg 96.0 kB
~Get Your Files Here !/02 - Section 2/data/train/mosquito/2020-09-13_12-54-38.jpg 86.8 kB
~Get Your Files Here !/02 - Section 2/data/validation/tick/2020-09-13_12-24-34.jpg 72.5 kB
~Get Your Files Here !/02 - Section 2/data/train/tick/2020-09-13_12-41-15.jpg 66.3 kB
~Get Your Files Here !/02 - Section 2/data/validation/mosquito/648x364_Mosquito-Bite.jpg 65.3 kB
~Get Your Files Here !/02 - Section 2/data/train/tick/flaattbitt10.jpg 63.9 kB
~Get Your Files Here !/02 - Section 2/data/train/tick/2020-09-13_12-49-08.jpg 50.6 kB
~Get Your Files Here !/02 - Section 2/data/train/tick/2020-09-13_12-50-14.jpg 47.1 kB
~Get Your Files Here !/02 - Section 2/data/train/tick/2020-09-13_12-45-39.jpg 41.3 kB
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收录时间:2024-06-16
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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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~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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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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收录时间:2018-02-08
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01 Outline and Review/001 Introduction and Outline.mp4 3.1 MB
01 Outline and Review/002 Review of Important Concepts.mp4 6.0 MB
01 Outline and Review/003 Where to get the code and data for this course.mp4 5.9 MB
01 Outline and Review/004 How to Succeed in this Course.mp4 10.0 MB
01 Outline and Review/005 How to load the SVHN data and benchmark a vanilla deep network.mp4 10.5 MB
02 Convolution/006 What is convolution.mp4 9.0 MB
02 Convolution/007 Convolution example with audio Echo.mp4 12.7 MB
02 Convolution/008 Convolution example with images Gaussian Blur.mp4 14.7 MB
02 Convolution/009 Convolution example with images Edge Detection.mp4 8.3 MB
02 Convolution/010 Write Convolution Yourself.mp4 19.4 MB
02 Convolution/011 Alternative Views on Convolution.mp4 10.3 MB
03 Convolutional Neural Network Description/012 Translational Invariance.mp4 3.8 MB
03 Convolutional Neural Network Description/013 Architecture of a CNN.mp4 8.9 MB
03 Convolutional Neural Network Description/014 Relationship to Biology.mp4 4.1 MB
03 Convolutional Neural Network Description/015 Convolution and Pooling Gradients.mp4 4.4 MB
03 Convolutional Neural Network Description/016 LeNet - How the Shapes Go Together.mp4 22.7 MB
04 Convolutional Neural Network in Theano/017 Theano - Building the CNN components.mp4 7.3 MB
04 Convolutional Neural Network in Theano/018 Theano - Full CNN and Test on SVHN.mp4 41.3 MB
04 Convolutional Neural Network in Theano/019 Visualizing the Learned Filters.mp4 9.4 MB
05 Convolutional Neural Network in TensorFlow/020 TensorFlow - Building the CNN components.mp4 6.2 MB
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- 【影视】 CS231n - Convolutional Neural Networks for Visual Recognition(Winter 2016)
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收录时间:2017-09-14
文档个数:51
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CS231n Assignment 1.pdf 544.6 kB
CS231n Assignment 2.pdf 552.6 kB
CS231n Assignment 3.pdf 582.5 kB
CS231n Winter 2016 - Lecture 11 - ConvNets in practice-pA4BsUK3oP4.mp4 663.4 MB
CS231n Winter 2016 - Lecture 11 - ConvNets in practice-pA4BsUK3oP4.srt 110.3 kB
CS231n Winter 2016 - Lecture 2-8inugqHkfvE.mp4 523.1 MB
CS231n Winter 2016 - Lecture 2-8inugqHkfvE.srt 83.0 kB
CS231n Winter 2016 - Lecture 3-qlLChbHhbg4.en.srt 96.9 kB
CS231n Winter 2016 - Lecture 3-qlLChbHhbg4.mp4 654.5 MB
CS231n Winter 2016 - Lecture 5 - Neural Networks Part 2-gYpoJMlgyXA.en.srt 115.2 kB
CS231n Winter 2016 - Lecture 5 - Neural Networks Part 2-gYpoJMlgyXA.mp4 713.0 MB
CS231n Winter 2016 - Lecture 6 - Neural Networks Part 3 _ Intro to ConvNets-hd_KFJ5ktUc.en.srt 97.6 kB
CS231n Winter 2016 - Lecture 6 - Neural Networks Part 3 _ Intro to ConvNets-hd_KFJ5ktUc.mp4 637.8 MB
CS231n Winter 2016 - Lecture 7 - Convolutional Neural Networks-LxfUGhug-iQ.mp4 723.9 MB
CS231n Winter 2016 - Lecture 8 - Localization and Detection-GxZrEKZfW2o.en.srt 95.6 kB
CS231n Winter 2016 - Lecture 8 - Localization and Detection-GxZrEKZfW2o.f137.mp4 1.2 GB
CS231n Winter 2016 - Lecture 8 - Localization and Detection_new.mp4 306.4 MB
CS231n Winter 2016 - Lecture1-NfnWJUyUJYU.en.srt 75.8 kB
CS231n Winter 2016 - Lecture1-NfnWJUyUJYU.mp4 625.8 MB
CS231n Winter 2016- Lecture 10- Recurrent Neural Networks, Image Captioning, LSTM (HD).mp4 589.5 MB
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