/CIFAR10Classification_CNN

Convolutional Neural Networks model created to classify CIFAR10 dataset into 10 categories

Primary LanguageJupyter Notebook

made-with-python

CIFAR10 Classification using Convolutional Neural Networks

Overview

Convolutional Neural Networks Model is created to classify the CIFAR10 dataset into 10 categories

  • Airplane
  • Automobile
  • Bird
  • Cat
  • Deer
  • Dog
  • Frog
  • Horse
  • Ship
  • Truck

Dataset

CIFAR10 dataset is taken from tensorflow.keras.datasets.

Model

         

Performance

                   

Prerequisites

  • Python 3
  • an IDE (preferably Google Colab)
  • Pandas
  • Numpy
  • Matplotlib
  • Seaborn
  • Sklearn
  • Keras
  • Tensorflow
  • OpenCV

All the external dependencies can be installed by using pip install -r requirements.txt

Results

         

Demo

Please refer to the colab notebook here

Author

  • Rishikesh Sivakumar

ForTheBadge built-with-love by Rishikesh Sivakumar