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[ DevCourseWeb com ] Udemy - Convolution Neural Network with Data Augmentation
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1. Introduction
1. Introduction.mp4
1. Introduction.srt
1.1 Part1.mp4
2. Introduction Part2.mp4
2. Introduction Part2.srt
3. Flatten.mp4
3. Flatten.srt
10. Popular CNN Architectures
1. LeNET.mp4
1. LeNET.srt
2. AlexNET.mp4
2. AlexNET.srt
3. GoogLeNet.mp4
3. GoogLeNet.srt
4. Resnet.mp4
4. Resnet.srt
11. Object Detection
1. Object Detection Introduction and History.mp4
1. Object Detection Introduction and History.srt
2. Histogram of Gradients (HoGs).mp4
2. Histogram of Gradients (HoGs).srt
3. Applications of Object Detection, Algorithm of OD and Localization.mp4
3. Applications of Object Detection, Algorithm of OD and Localization.srt
12. Practical Exercises
1. MNIST Case Study - Number Classification.mp4
1. MNIST Case Study - Number Classification.srt
2. Kernel, Depth, Stride, Padding and Pooling Layer
1. Kernel, Depth, Stride and Padding.mp4
1. Kernel, Depth, Stride and Padding.srt
2. Pooling Layer.mp4
2. Pooling Layer.srt
3. Relationship between Input Layer and Output Layer
1. Condition 1 - No Stride and No Padding.mp4
1. Condition 1 - No Stride and No Padding.srt
2. Condition 2 - Padding.mp4
2. Condition 2 - Padding.srt
3. Condition 3 - Padding and Stride.mp4
3. Condition 3 - Padding and Stride.srt
4. CNN Architectures
1. CNN Architectures.mp4
1. CNN Architectures.srt
5. Dropout Layer
1. Dropout Layer.mp4
1. Dropout Layer.srt
6. Practical Exercise
1. Practical Exercise 1.mp4
1. Practical Exercise 1.srt
2. Practical Exercise 2.mp4
2. Practical Exercise 2.srt
7. Training CNN
1. Training CNN - Introduction.mp4
1. Training CNN - Introduction.srt
2. Activation Layers & ReLU.mp4
2. Activation Layers & ReLU.srt
3. Softmax Activation Layer.mp4
3. Softmax Activation Layer.srt
4. Pooling Layer.mp4
4. Pooling Layer.srt
5. Fully Connected Layer.mp4
5. Fully Connected Layer.srt
8. Designing CNN
1. Designing CNN.mp4
1. Designing CNN.srt
9. Data Augmentation
1. Data Augmentation.mp4
1. Data Augmentation.srt
2. Research Paper 1.mp4
2. Research Paper 1.srt
3. Research Paper 2.mp4
3. Research Paper 2.srt
4. Research Paper 3.mp4
4. Research Paper 3.srt
Bonus Resources.txt
Torrent description
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