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تحميل Convolutional Neural Networks | CNN

Programming 2022-05-06

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عدد الدروس 50

قسم Programming

A first non technical look at CNNs in Hindi

Applications of CNNs in Hindi

Convolution operation Part 1 in Hindi

Convolution operation Part 2 in Hindi

From Pixels to Image in Hindi

Applications of CNNs in Hindi

Convolution intuition in Hindi

Convolutions explained through program in Hindi

Vertical and horizontal edge detectors in Hindi

Parameterizing filters in Hindi

Padding in Hindi

Valid and same convolutions in Hindi

Strided Convolution in Hindi

Representing colored images in Hindi

Convolution of a colored image in Hindi

Convolution example for colored image in Hindi

Multiple filters for convolution in Hindi

Layers in a CNN in Hindi

Calculating the number of parameters in a CNN layer in Hindi

Notations for a CNN in Hindi

Example of Convolutional layers in a CNN in Hindi

Introduction to Pooling in Hindi

Counting CNN layers Different conventions in Hindi

More on pooling in Hindi

Sparse Connections in CNNs in Hindi

Parameter sharing in CNNs in Hindi

Converting CNNs to Deep Neural Networks Linear computation

Converting CNNs to Deep Neural Networks Non linear computation

LeNet 5 architecture in Hindi

AlexNet architecture in Hindi

VGG 16 architecture in Hindi

ResNet Architecture Part 1 in Hindi

ResNet Architecture Part 2 in Hindi

ResNet Architecture Part 3 in Hindi

ResNet Architecture Part 4 in Hindi

1 x 1 Convolution in Hindi

Inception GoogLeNet Architecture in Hindi

Transfer Learning in Hindi

Object Localization in Hindi

Landmark Detection in Hindi

Introduction to Object Detection in Hindi

Converting Fully Connected layers to Convolutional Layers in Hindi

Convolutional Implementation of Sliding Windows Part 1 in Hindi

Convolutional Implementation of Sliding Windows Part 2 in Hindi

Limitations of Sliding Window Based Algorithms in Hindi

YOLO Algorithm Introduction in Hindi

YOLO Preparing Training Dataset in Hindi

YOLO Intuition in Hindi

YOLO Intersection over Union in Hindi

YOLO Multiple Bounding Boxes in Hindi

Programming
2022-05-06