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[ DevCourseWeb.com ] Udemy - Convolution Neural Network with Data Augmentation

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File Name
Size
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182 B
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
52 MB
~Get Your Files Here !/1. Introduction/1. Introduction.srt
11 kB
~Get Your Files Here !/1. Introduction/1.1 Part1.mp4
24 MB
~Get Your Files Here !/1. Introduction/2. Introduction Part2.mp4
23 MB
~Get Your Files Here !/1. Introduction/2. Introduction Part2.srt
6.0 kB
~Get Your Files Here !/1. Introduction/3. Flatten.mp4
11 MB
~Get Your Files Here !/1. Introduction/3. Flatten.srt
2.9 kB
~Get Your Files Here !/10. Popular CNN Architectures/1. LeNET.mp4
16 MB
~Get Your Files Here !/10. Popular CNN Architectures/1. LeNET.srt
5.4 kB
~Get Your Files Here !/10. Popular CNN Architectures/2. AlexNET.mp4
29 MB
~Get Your Files Here !/10. Popular CNN Architectures/2. AlexNET.srt
7.3 kB
~Get Your Files Here !/10. Popular CNN Architectures/3. GoogLeNet.mp4
47 MB
~Get Your Files Here !/10. Popular CNN Architectures/3. GoogLeNet.srt
10 kB
~Get Your Files Here !/10. Popular CNN Architectures/4. Resnet.mp4
35 MB
~Get Your Files Here !/10. Popular CNN Architectures/4. Resnet.srt
9.2 kB
~Get Your Files Here !/11. Object Detection/1. Object Detection Introduction and History.mp4
14 MB
~Get Your Files Here !/11. Object Detection/1. Object Detection Introduction and History.srt
2.6 kB
~Get Your Files Here !/11. Object Detection/2. Histogram of Gradients (HoGs).mp4
30 MB
~Get Your Files Here !/11. Object Detection/2. Histogram of Gradients (HoGs).srt
4.4 kB
~Get Your Files Here !/11. Object Detection/3. Applications of Object Detection, Algorithm of OD and Localization.mp4
14 MB
~Get Your Files Here !/11. Object Detection/3. Applications of Object Detection, Algorithm of OD and Localization.srt
3.0 kB
~Get Your Files Here !/12. Practical Exercises/1. MNIST Case Study - Number Classification.mp4
54 MB
~Get Your Files Here !/12. Practical Exercises/1. MNIST Case Study - Number Classification.srt
7.3 kB
~Get Your Files Here !/2. Kernel, Depth, Stride, Padding and Pooling Layer/1. Kernel, Depth, Stride and Padding.mp4
57 MB
~Get Your Files Here !/2. Kernel, Depth, Stride, Padding and Pooling Layer/1. Kernel, Depth, Stride and Padding.srt
18 kB
~Get Your Files Here !/2. Kernel, Depth, Stride, Padding and Pooling Layer/2. Pooling Layer.mp4
35 MB
~Get Your Files Here !/2. Kernel, Depth, Stride, Padding and Pooling Layer/2. Pooling Layer.srt
9.4 kB
~Get Your Files Here !/3. Relationship between Input Layer and Output Layer/1. Condition 1 - No Stride and No Padding.mp4
7.4 MB
~Get Your Files Here !/3. Relationship between Input Layer and Output Layer/1. Condition 1 - No Stride and No Padding.srt
2.4 kB
~Get Your Files Here !/3. Relationship between Input Layer and Output Layer/2. Condition 2 - Padding.mp4
5.4 MB
~Get Your Files Here !/3. Relationship between Input Layer and Output Layer/2. Condition 2 - Padding.srt
2.3 kB
~Get Your Files Here !/3. Relationship between Input Layer and Output Layer/3. Condition 3 - Padding and Stride.mp4
4.5 MB
~Get Your Files Here !/3. Relationship between Input Layer and Output Layer/3. Condition 3 - Padding and Stride.srt
2.1 kB
~Get Your Files Here !/4. CNN Architectures/1. CNN Architectures.mp4
11 MB
~Get Your Files Here !/4. CNN Architectures/1. CNN Architectures.srt
3.4 kB
~Get Your Files Here !/5. Dropout Layer/1. Dropout Layer.mp4
27 MB
~Get Your Files Here !/5. Dropout Layer/1. Dropout Layer.srt
7.7 kB
~Get Your Files Here !/6. Practical Exercise/1. Practical Exercise 1.mp4
20 MB
~Get Your Files Here !/6. Practical Exercise/1. Practical Exercise 1.srt
3.9 kB
~Get Your Files Here !/6. Practical Exercise/2. Practical Exercise 2.mp4
70 MB
~Get Your Files Here !/6. Practical Exercise/2. Practical Exercise 2.srt
11 kB
~Get Your Files Here !/7. Training CNN/1. Training CNN - Introduction.mp4
7.5 MB
~Get Your Files Here !/7. Training CNN/1. Training CNN - Introduction.srt
2.3 kB
~Get Your Files Here !/7. Training CNN/2. Activation Layers & ReLU.mp4
4.2 MB
~Get Your Files Here !/7. Training CNN/2. Activation Layers & ReLU.srt
1.7 kB
~Get Your Files Here !/7. Training CNN/3. Softmax Activation Layer.mp4
4.8 MB
~Get Your Files Here !/7. Training CNN/3. Softmax Activation Layer.srt
1.5 kB
~Get Your Files Here !/7. Training CNN/4. Pooling Layer.mp4
3.7 MB
~Get Your Files Here !/7. Training CNN/4. Pooling Layer.srt
1.4 kB
~Get Your Files Here !/7. Training CNN/5. Fully Connected Layer.mp4
3.0 MB
~Get Your Files Here !/7. Training CNN/5. Fully Connected Layer.srt
903 B
~Get Your Files Here !/8. Designing CNN/1. Designing CNN.mp4
9.4 MB
~Get Your Files Here !/8. Designing CNN/1. Designing CNN.srt
3.3 kB
~Get Your Files Here !/9. Data Augmentation/1. Data Augmentation.mp4
4.4 MB
~Get Your Files Here !/9. Data Augmentation/1. Data Augmentation.srt
1.9 kB
~Get Your Files Here !/9. Data Augmentation/2. Research Paper 1.mp4
21 MB
~Get Your Files Here !/9. Data Augmentation/2. Research Paper 1.srt
1.8 kB
~Get Your Files Here !/9. Data Augmentation/3. Research Paper 2.mp4
24 MB
~Get Your Files Here !/9. Data Augmentation/3. Research Paper 2.srt
2.0 kB
~Get Your Files Here !/9. Data Augmentation/4. Research Paper 3.mp4
24 MB
~Get Your Files Here !/9. Data Augmentation/4. Research Paper 3.srt
2.3 kB
~Get Your Files Here !/Bonus Resources.txt
386 B