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【影视】 [FreeCourseLab.com] Udemy - Mathematics for Computer Games Development using Unity

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19. BONUS - Object Detection - Use SSDs (Single Shot Detector) for Detecting Objects/1.1 SSDOpenCV.tar.gz.gz 149.5 MB
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18. BONUS - Neural Style Transfer with OpenCV/1.1 NeuralStyleTransfer.tar.gz.gz 126.7 MB
13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/9. Regularization, Overfitting, Generalization and Test Datasets.mp4 124.1 MB
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20. BONUS - Colorize Black and White Images/1.1 colorize.tar.gz.gz 120.1 MB
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16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/2. Splitting Data into Test and Training Datasets.mp4 108.8 MB
14. BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)/3. Convolutions & Image Features.mp4 107.4 MB
13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/8. Backpropagation & Learning Rates – A Worked Example.mp4 104.7 MB
1. Course Introduction and Setup/6. Installation of OpenCV & Python on Windows.mp4 94.3 MB
12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/1. Setup your Deep Learning Virtual Machine.mp4 81.2 MB
15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/12. Building a Simple Image Classifier using CIFAR10.mp4 78.0 MB
15. BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras/2. Building a CNN in Keras.mp4 77.3 MB
13. BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks/7. Training Part 2 – Backpropagation and Gradient Descent.mp4 76.2 MB
12. BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine/2. Intro to Handwritten Digit Classification (MNIST).mp4 70.6 MB
16. BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier/2.1 datasets.zip.zip 68.9 MB
6. Object Detection - Build a Face, People and CarVehicle Detectors/1. HAAR Cascade Classifiers - Learn How Classifiers Work And Why They're Amazing.mp4 68.4 MB
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【影视】 [FreeCourseSite.com] Udemy - Convolutional Neural Networks in Python CNN Computer Vision

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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
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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
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