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I this repository i am gonna walk you through an evolution of image classification algorithms in deep learning.

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surajkarki66/Image-Classification-Deep-Learning

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.vscode
.vscode
 
 
AlexNet
AlexNet
 
 
GoogLeNet
GoogLeNet
 
 
InceptionV3
InceptionV3
 
 
LeNet-5
LeNet-5
 
 
MobileNet
MobileNet
 
 
MobileNetV2
MobileNetV2
 
 
ResNet
ResNet
 
 
VGG16
VGG16
 
 
VGG19
VGG19
 
 
Visualization_of _Patterns_learned_By_ConvNets
Visualization_of _Patterns_learned_By_ConvNets
 
 
README.md
README.md
 
 

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Different-CNN-Architecture

In this repo i am going to make different convolutional architecture using tensorflow.

Image representation in pixel

1_SXlVj7EDehN3Ex-KdfnQyA

Simple single channel convolution operation

simple_cnn

Convolution operation with zeropadding

convolution_operation

Convolution operation in RGB

cnn_for_rgb

Classification

image_classification

Feature scan

cnn_convolve_feature_scan

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I this repository i am gonna walk you through an evolution of image classification algorithms in deep learning.

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python tensorflow cnn pytorch

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