https://github.com/yugoff/course-skillfactory-clothing-classification

First task in course
https://github.com/yugoff/course-skillfactory-clothing-classification

convolutional-neural flatten relu-activation single-vector

Last synced: 2 months ago
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First task in course

• Host: GitHub
• URL: https://github.com/yugoff/course-skillfactory-clothing-classification
• Owner: yugoff
• Created: 2024-02-19T11:22:43.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-03-21T09:48:45.000Z (about 1 year ago)
• Last Synced: 2025-02-01T08:17:47.190Z (4 months ago)
• Topics: convolutional-neural, flatten, relu-activation, single-vector
• Language: Jupyter Notebook
• Homepage:
• Size: 233 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# course-skillfactory-clothing-classification

Tasks in course

This repository was created to add laptops with solved tasks from the skillfactory. 

The first stage: convolutional neural networks have been studied. 

Convolutional layers with a different number of filters, as well as a convolution core that passes through the layer like a flashlight, a dropout that protects the model from overfitting, a flatten that pulls the layer into a single vector, as well as fully connected layers. 

Activation functions such as sigmoid and Rely, Elu have also been studied.