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Sowmya Buddharaju's Projects

amphibian_presence_detection icon amphibian_presence_detection

The code attempts to classify the presence of brown frogs in an environment. The ANN was coded in python. The decision tree was coded in matlab. Both classifiers were created from scratch (no libraries that automatically create an ANN or decision tree were used)

creditcardfrauddetection icon creditcardfrauddetection

Detecting fraudulent credit card transactions using logistic regression, linear discriminant analysis and naive bayes classifier

exampleagent icon exampleagent

ExampleAgent for Intelligent Systems Module in UoS COMP2208

facerecognition icon facerecognition

Face Recognition using two methods: (1) HOG features + SVM (2) Transfer Learning with AlexNet

information_retrieval_chatbot icon information_retrieval_chatbot

Chatbot attempts to carry out a general conversation by calculating similarity of questions asked by user to its dataset of questions and retrieving the corresponding answer. In addition to general conversation, there are specific question and answers as well.

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