Object Recognition in CIFAR 10 Dataset

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Recognition of objects in images

Features

The following features have been used:

• Raw pixels
• Histogram of Oriented Gradients

Raw pixels

Histogram of Oriented Gradients (HOG)

Preprocessing

Data Augmentation

Models

Linear classifier

Support Vector Machine (SVM)

Multi layer perceptron (fully connected)

Convolution neural network (CNN)

Transfer learning

Inception V3

References