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TORRENT DETAILS
Udemy - Convolution Neural Network With Data Augmentation
TORRENT SUMMARY
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Language: English | Size: 693 MB | Duration: 2h 22m
In this course, you will learn about Convolution Neural Network, Various CNN Architectures, Object Detection and HoG
What you'll learn
CNN
Requirements
Knowledge of Basic Python
Description
Neural Networks is the general term that is used for brain like connections. Convolutional Neural Network are the Networks that are specially designed for reading pixel values from Images and learn from it. CNN are the subset of Neural Networks. just like all types of water are liquid but not every liquid is water.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
52.2 MB
~Get Your Files Here !/1. Introduction/1. Introduction.srt
11.1 KB
~Get Your Files Here !/1. Introduction/1.1 Part1.mp4
23.5 MB
~Get Your Files Here !/1. Introduction/2. Introduction Part2.mp4
23.3 MB
~Get Your Files Here !/1. Introduction/2. Introduction Part2.srt
6 KB
~Get Your Files Here !/1. Introduction/3. Flatten.mp4
11.1 MB
~Get Your Files Here !/1. Introduction/3. Flatten.srt
2.9 KB
~Get Your Files Here !/10. Popular CNN Architectures/1. LeNET.mp4
16.4 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
29.1 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
46.7 MB
~Get Your Files Here !/10. Popular CNN Architectures/3. GoogLeNet.srt
10.3 KB
~Get Your Files Here !/10. Popular CNN Architectures/4. Resnet.mp4
34.9 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
14.1 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
30.1 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
13.9 MB
~Get Your Files Here !/11. Object Detection/3. Applications of Object Detection, Algorithm of OD and Localization.srt
3 KB
~Get Your Files Here !/12. Practical Exercises/1. MNIST Case Study - Number Classification.mp4
54.4 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
57.2 MB
~Get Your Files Here !/2. Kernel, Depth, Stride, Padding and Pooling Layer/1. Kernel, Depth, Stride and Padding.srt
18.5 KB
~Get Your Files Here !/2. Kernel, Depth, Stride, Padding and Pooling Layer/2. Pooling Layer.mp4
35.3 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
10.6 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
27.4 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
20.4 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
69.5 MB
~Get Your Files Here !/6. Practical Exercise/2. Practical Exercise 2.srt
11.2 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 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 KB
~Get Your Files Here !/9. Data Augmentation/4. Research Paper 3.mp4
23.9 MB
~Get Your Files Here !/9. Data Augmentation/4. Research Paper 3.srt
