Image-Recognition

Implemented Convolutional Neural Network for Image Recognition.

• accuracy on test-set: 74-76% for CIFAR-10 dataset.
• accuracy on test-set: 40-41% for CIFAR-100 dataset.

Graphics

Dependence of accuracy on iteration of training using Test/Train-set for CIFAR-10

Dependence of accuracy on iteration of training using Test/Train-set for CIFAR-100

Architecture of convolutional neural network

Confusion matrix for CIFAR-10