https://github.com/abdulsamie10/regularnnvsconvolutionalnn-cifar10

Regular Neural Network and Convolutional Neural Network were applied on Cifar - 10 database, and checked the final results.
https://github.com/abdulsamie10/regularnnvsconvolutionalnn-cifar10

cifar-10 cifar-10-dataset cifar10 cifar10-classification cnn-keras keras-neural-networks keras-tensorflow python3 rnn-keras

Last synced: about 8 hours ago
JSON representation

Regular Neural Network and Convolutional Neural Network were applied on Cifar - 10 database, and checked the final results.

• Host: GitHub
• URL: https://github.com/abdulsamie10/regularnnvsconvolutionalnn-cifar10
• Owner: abdulsamie10
• Created: 2023-01-09T06:19:33.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-01-09T06:25:37.000Z (almost 2 years ago)
• Last Synced: 2024-04-28T04:56:19.876Z (6 months ago)
• Topics: cifar-10, cifar-10-dataset, cifar10, cifar10-classification, cnn-keras, keras-neural-networks, keras-tensorflow, python3, rnn-keras
• Language: Jupyter Notebook
• Homepage:
• Size: 378 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# RegularNNvsConvolutionalNN-Cifar10

Regular Neural Network and Convolutional Neural Network were applied on Cifar - 10 database, and checked the final results.

# Dataset

Download dataset using given PDF file. Unzip the file, upload on Google Colab and Using this code, you'll know the results.

# Result

CNN is overall better than Regular NN.