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[Udemy] Simulate Self-Driving Cars with Computer Vision & Deep Learning [2019, ENG]
magnet:?xt=urn:btih:4f6172c7210be06041344fc9767762ef00f068da&dn=[Udemy] Simulate Self-Driving Cars with Computer Vision & Deep Learning [2019, ENG]
磁力链接详情
Hash值:
4f6172c7210be06041344fc9767762ef00f068da
点击数:
234
文件大小:
9.46 GB
文件数量:
139
创建日期:
2023-8-4 02:47
最后访问:
2024-6-4 15:10
访问标签:
Udemy
Simulate
Self-Driving
Cars
with
Computer
Vision
&
Deep
Learning
2019
ENG
文件列表详情
1. Introduction/1. Introduction.mp4 40.47 MB
10. MNIST Image Recognition/1. Overview.mp4 10.82 MB
10. MNIST Image Recognition/10. Section 10 - Outro.mp4 5.95 MB
10. MNIST Image Recognition/2. MNIST Dataset.mp4 70.95 MB
10. MNIST Image Recognition/3. Train & Test.mp4 132.03 MB
10. MNIST Image Recognition/4. Hyperparameters.mp4 81.22 MB
10. MNIST Image Recognition/5. Implementation Part 1.mp4 194.01 MB
10. MNIST Image Recognition/6. Implementation Part 2.mp4 155.89 MB
10. MNIST Image Recognition/8. Implementation Part 3.mp4 75.32 MB
11. Convolutional Neural Networks/1. Overview.mp4 9.62 MB
11. Convolutional Neural Networks/11. Section 11 - Conclusion.mp4 4.76 MB
11. Convolutional Neural Networks/2. Convolutions & MNIST.mp4 89.98 MB
11. Convolutional Neural Networks/3. Convolutional Layer.mp4 229.79 MB
11. Convolutional Neural Networks/4. Convolutions II.mp4 79.78 MB
11. Convolutional Neural Networks/5. Pooling.mp4 161.91 MB
11. Convolutional Neural Networks/6. Fully Connected Layer.mp4 77.89 MB
11. Convolutional Neural Networks/8. Code Implementation I.mp4 254.52 MB
11. Convolutional Neural Networks/9. Code Implementation II.mp4 213.41 MB
12. Traffic Sign Classification/1. Overview.mp4 14.48 MB
12. Traffic Sign Classification/10. Section 12 - Outro.mp4 9.93 MB
12. Traffic Sign Classification/3. Preprocessing Images.mp4 330.4 MB
12. Traffic Sign Classification/4. leNet Implementation.mp4 129.38 MB
12. Traffic Sign Classification/5. Fine-tuning Model.mp4 117.04 MB
12. Traffic Sign Classification/7. Testing.mp4 63.14 MB
12. Traffic Sign Classification/8. Fit Generator.mp4 159.83 MB
13. Polynomial Regression/1. Overview.mp4 7.54 MB
13. Polynomial Regression/2. Implementation.mp4 128.85 MB
13. Polynomial Regression/4. Section 13 - Conclusion.mp4 5.18 MB
14. Behavioural Cloning/1. Overview.mp4 50.21 MB
14. Behavioural Cloning/10. Self Driving Car - Test 1.mp4 165.96 MB
14. Behavioural Cloning/11. Generator - Augmentation Techniques.mp4 380.88 MB
14. Behavioural Cloning/12. Batch Generator.mp4 95.1 MB
14. Behavioural Cloning/13. Fit Generator.mp4 248.4 MB
14. Behavioural Cloning/15. Outro.mp4 19.57 MB
14. Behavioural Cloning/2. Collecting Data.mp4 282.4 MB
14. Behavioural Cloning/3. Downloading Data.mp4 130.61 MB
14. Behavioural Cloning/4. Balancing Data.mp4 74.71 MB
14. Behavioural Cloning/5. Training & Validation Split.mp4 65.73 MB
14. Behavioural Cloning/6. Preprocessing Images.mp4 161.74 MB
14. Behavioural Cloning/7. Defining Nvidia Model.mp4 198.54 MB
14. Behavioural Cloning/9. Flask & Socket.io.mp4 99.76 MB
15. Final Codes & Outputs/12. Simulation Output Results - Training Track.mp4 107.62 MB
15. Final Codes & Outputs/13. Simulation Output Results - Test Track.mp4 150.52 MB
2. Installation/1. Overview.mp4 10.49 MB
2. Installation/2. Anaconda Distribution.mp4 26.28 MB
2. Installation/3. Jupyter Notebooks.mp4 41.92 MB
2. Installation/4. Text Editor.mp4 29.09 MB
2. Installation/5. Outro.mp4 5.52 MB
3. Python Crash Course (Optional)/1. Python Crash Course Part 1 - Data Types.mp4 15.22 MB
3. Python Crash Course (Optional)/10. Membership Operators.mp4 13.78 MB
3. Python Crash Course (Optional)/11. Mutability.mp4 32.97 MB
3. Python Crash Course (Optional)/12. Mutability II.mp4 31.64 MB
3. Python Crash Course (Optional)/13. Common Functions & Methods.mp4 46.79 MB
3. Python Crash Course (Optional)/14. Tuples.mp4 23.05 MB
3. Python Crash Course (Optional)/15. Sets.mp4 19.64 MB
3. Python Crash Course (Optional)/16. Dictionaries.mp4 35.34 MB
3. Python Crash Course (Optional)/17. Compound Data Structures.mp4 20.19 MB
3. Python Crash Course (Optional)/18. Part 1 - Outro.mp4 3.62 MB
3. Python Crash Course (Optional)/19. Part 2 - Control Flow.mp4 11.47 MB
3. Python Crash Course (Optional)/2. Arithmetic Operations.mp4 25.43 MB
3. Python Crash Course (Optional)/20. If, else.mp4 27.16 MB
3. Python Crash Course (Optional)/21. elif.mp4 49.03 MB
3. Python Crash Course (Optional)/22. Complex Comparisons.mp4 29.52 MB
3. Python Crash Course (Optional)/23. For Loops.mp4 38.49 MB
3. Python Crash Course (Optional)/24. For Loops II.mp4 15.06 MB
3. Python Crash Course (Optional)/25. While Loops.mp4 20.19 MB
3. Python Crash Course (Optional)/26. Break.mp4 19.71 MB
3. Python Crash Course (Optional)/27. Part 2 - Outro.mp4 4.48 MB
3. Python Crash Course (Optional)/28. Part 3 - Functions.mp4 11.43 MB
3. Python Crash Course (Optional)/29. Functions.mp4 31.62 MB
3. Python Crash Course (Optional)/3. Variables.mp4 27.67 MB
3. Python Crash Course (Optional)/30. Scope.mp4 13.16 MB
3. Python Crash Course (Optional)/31. Doc Strings.mp4 19.59 MB
3. Python Crash Course (Optional)/32. Lambda & Higher Order Functions.mp4 28.4 MB
3. Python Crash Course (Optional)/33. Part 3 - Outro.mp4 8.84 MB
3. Python Crash Course (Optional)/4. Numeric Data Types.mp4 23.5 MB
3. Python Crash Course (Optional)/5. String Data Types.mp4 41.95 MB
3. Python Crash Course (Optional)/6. Booleans.mp4 24.24 MB
3. Python Crash Course (Optional)/7. Methods.mp4 20.69 MB
3. Python Crash Course (Optional)/8. Lists.mp4 35.82 MB
3. Python Crash Course (Optional)/9. Slicing.mp4 55.55 MB
4. NumPy Crash Course (Optional)/1. Overview.mp4 10.59 MB
4. NumPy Crash Course (Optional)/10. Part 4 - Outro.mp4 2.48 MB
4. NumPy Crash Course (Optional)/2. Vector Addition - Arrays vs Lists.mp4 80.61 MB
4. NumPy Crash Course (Optional)/3. Multidimensional Arrays.mp4 96.81 MB
4. NumPy Crash Course (Optional)/4. One Dimensional Slicing.mp4 27.77 MB
4. NumPy Crash Course (Optional)/5. Reshaping.mp4 23.4 MB
4. NumPy Crash Course (Optional)/6. Multidimensional Slicing.mp4 49.16 MB
4. NumPy Crash Course (Optional)/7. Manipulating Array Shapes.mp4 47.76 MB
4. NumPy Crash Course (Optional)/8. Matrix Multiplication.mp4 34.28 MB
4. NumPy Crash Course (Optional)/9. Stacking.mp4 82.3 MB
5. Computer Vision Finding Lane-Lines/1. Overview.mp4 9 MB
5. Computer Vision Finding Lane-Lines/10. Optimizing.mp4 164.52 MB
5. Computer Vision Finding Lane-Lines/12. Finding Lanes on Video.mp4 82.8 MB
5. Computer Vision Finding Lane-Lines/12.1 test2.mp4.mp4 31.93 MB
5. Computer Vision Finding Lane-Lines/14. Part 5 - Conclusion.mp4 10.23 MB
5. Computer Vision Finding Lane-Lines/2. Loading Images.mp4 30.72 MB
5. Computer Vision Finding Lane-Lines/3. Grayscale.mp4 47.23 MB
5. Computer Vision Finding Lane-Lines/4. Gaussian Blur.mp4 30.56 MB
5. Computer Vision Finding Lane-Lines/5. Canny Edge Detection.mp4 42.63 MB
5. Computer Vision Finding Lane-Lines/6. Region of Interest.mp4 49.32 MB
5. Computer Vision Finding Lane-Lines/7. Binary Numbers & Bitwise_and.mp4 91.79 MB
5. Computer Vision Finding Lane-Lines/8. Hough Transform.mp4 132.64 MB
5. Computer Vision Finding Lane-Lines/9. Hough Transform II.mp4 114.7 MB
6. Intro to Neural Networks/1. Overview.mp4 27.76 MB
6. Intro to Neural Networks/10. Error Function.mp4 41.63 MB
6. Intro to Neural Networks/11. Sigmoid.mp4 61.73 MB
6. Intro to Neural Networks/12. Sigmoid Implementation (Code).mp4 90.73 MB
6. Intro to Neural Networks/14. Cross Entropy.mp4 62.72 MB
6. Intro to Neural Networks/15. Cross Entropy (Code).mp4 61.24 MB
6. Intro to Neural Networks/17. Gradient Descent.mp4 45.18 MB
6. Intro to Neural Networks/18. Gradient Descent (Code).mp4 75.74 MB
6. Intro to Neural Networks/19. Recap.mp4 17.74 MB
6. Intro to Neural Networks/2. Machine Learning.mp4 37.03 MB
6. Intro to Neural Networks/21. Part 6 - Conclusion.mp4 9.69 MB
6. Intro to Neural Networks/3. Linear Regression.mp4 46.58 MB
6. Intro to Neural Networks/4. Classification.mp4 82.07 MB
6. Intro to Neural Networks/5. Linear Model.mp4 86.36 MB
6. Intro to Neural Networks/6. Perceptrons.mp4 50.67 MB
6. Intro to Neural Networks/7. Weights.mp4 25.29 MB
6. Intro to Neural Networks/8. Project - Initial Stages.mp4 78.25 MB
7. Keras/1. Overview.mp4 6.8 MB
7. Keras/2. Intro to Keras.mp4 21.45 MB
7. Keras/4. Keras Models.mp4 175.26 MB
7. Keras/5. Keras - Predictions.mp4 144.45 MB
7. Keras/7. Part 7 - Outro.mp4 4.82 MB
8. Deep Neural Networks/1. Overview.mp4 15.64 MB
8. Deep Neural Networks/2. Non-Linear Boundaries.mp4 71.11 MB
8. Deep Neural Networks/3. Architecture.mp4 126.02 MB
8. Deep Neural Networks/4. Feedforward Process.mp4 88.89 MB
8. Deep Neural Networks/5. Error Function.mp4 54.06 MB
8. Deep Neural Networks/6. Backpropagation.mp4 65.39 MB
8. Deep Neural Networks/7. Code Implementation.mp4 204.24 MB
8. Deep Neural Networks/9. Section 8 - Conclusion.mp4 6.01 MB
9. Multiclass Classification/1. Overview.mp4 10.39 MB
9. Multiclass Classification/2. Softmax.mp4 141.66 MB
9. Multiclass Classification/3. Cross Entropy.mp4 81.94 MB
9. Multiclass Classification/4. Implementation.mp4 245.29 MB
9. Multiclass Classification/6. Section 9 - Outro.mp4 5.39 MB
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