IMAGE CLASSIFICATION USING BOW

Bag-of-words model is created and classification of images using K-Nearest Neighbour (KNN) and Support Vector Machine (SVM) is performed.

Following tasks have been performed here:

• Dictionary Creation – feature quantization
• Image representation using Bag of Words representation
• Image Classification using a Nearest Neighbour (NN) classifier
• Image classification using a Support Vector Machines (SVM) classifier

For more details look into the report.