DevCourseWeb com Udemy Convolution Neural Network with Data Augmentation

DevCourseWeb com Udemy Convolution Neural Network with Data Augmentation

Name	[ DevCourseWeb.com ] Udemy - Convolution Neural Network with Data Augmentation	DOWNLOAD Copy Link
Total Size	727.2 MB
Total Files	63
Last Seen	2024-10-15 23:45
Hash	9284BB78D578D65B1241A467C081B648A45A11BF

/
Get Bonus Downloads Here.url	0.2 KB
/1. Introduction/
1. Introduction.mp4	54.7 MB
1. Introduction.srt	11.3 KB
1.1 Part1.mp4	24.7 MB
2. Introduction Part2.mp4	24.4 MB
2. Introduction Part2.srt	6.2 KB
3. Flatten.mp4	11.6 MB
3. Flatten.srt	2.9 KB
/.../10. Popular CNN Architectures/
1. LeNET.mp4	17.2 MB
1. LeNET.srt	5.5 KB
2. AlexNET.mp4	30.5 MB
2. AlexNET.srt	7.4 KB
3. GoogLeNet.mp4	48.9 MB
3. GoogLeNet.srt	10.5 KB
4. Resnet.mp4	36.6 MB
4. Resnet.srt	9.5 KB
/.../11. Object Detection/
1. Object Detection Introduction and History.mp4	14.8 MB
1. Object Detection Introduction and History.srt	2.7 KB
2. Histogram of Gradients (HoGs).mp4	31.6 MB
2. Histogram of Gradients (HoGs).srt	4.5 KB
3. Applications of Object Detection, Algorithm of OD and Localization.mp4	14.6 MB
3. Applications of Object Detection, Algorithm of OD and Localization.srt	3.1 KB
/.../12. Practical Exercises/
1. MNIST Case Study - Number Classification.mp4	57.0 MB
1. MNIST Case Study - Number Classification.srt	7.5 KB
/.../2. Kernel, Depth, Stride, Padding and Pooling Layer/
1. Kernel, Depth, Stride and Padding.mp4	60.0 MB
1. Kernel, Depth, Stride and Padding.srt	19.0 KB
2. Pooling Layer.mp4	37.0 MB
2. Pooling Layer.srt	9.7 KB
/.../3. Relationship between Input Layer and Output Layer/
1. Condition 1 - No Stride and No Padding.mp4	7.8 MB
1. Condition 1 - No Stride and No Padding.srt	2.5 KB
2. Condition 2 - Padding.mp4	5.7 MB
2. Condition 2 - Padding.srt	2.4 KB
3. Condition 3 - Padding and Stride.mp4	4.8 MB
3. Condition 3 - Padding and Stride.srt	2.1 KB
/4. CNN Architectures/
1. CNN Architectures.mp4	11.1 MB
1. CNN Architectures.srt	3.4 KB
/5. Dropout Layer/
1. Dropout Layer.mp4	28.7 MB
1. Dropout Layer.srt	7.9 KB
/6. Practical Exercise/
1. Practical Exercise 1.mp4	21.4 MB
1. Practical Exercise 1.srt	4.0 KB
2. Practical Exercise 2.mp4	72.8 MB
2. Practical Exercise 2.srt	11.4 KB
/7. Training CNN/
1. Training CNN - Introduction.mp4	7.9 MB
1. Training CNN - Introduction.srt	2.3 KB
2. Activation Layers & ReLU.mp4	4.4 MB
2. Activation Layers & ReLU.srt	1.7 KB
3. Softmax Activation Layer.mp4	5.1 MB
3. Softmax Activation Layer.srt	1.5 KB
4. Pooling Layer.mp4	3.8 MB
4. Pooling Layer.srt	1.4 KB
5. Fully Connected Layer.mp4	3.2 MB
5. Fully Connected Layer.srt	0.9 KB
/8. Designing CNN/
1. Designing CNN.mp4	9.9 MB
1. Designing CNN.srt	3.4 KB
/9. Data Augmentation/
1. Data Augmentation.mp4	4.6 MB
1. Data Augmentation.srt	2.0 KB
2. Research Paper 1.mp4	22.1 MB
2. Research Paper 1.srt	1.8 KB
3. Research Paper 2.mp4	25.2 MB
3. Research Paper 2.srt	2.0 KB
4. Research Paper 3.mp4	25.1 MB
4. Research Paper 3.srt	2.3 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 63