Projects

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• An Alternative Approach to Detect Breast Cancer Using Digital Image Processing - Computer Vision

  • Examined digital mammograms using texture segmentation to detect initial phase tumors.
  • Result - Publication - Alternative Approach to Detect Breast Cancer Using Digital Image Processing Techniques

• An Approach to Detect Brain Tumours Using Convolutional Neural Networks - Computer Vision

  • Worked an automated brain tumor segmentation algorithm using CNNs. Implemented using the PyLearn2 library.

• Collaborative Filtering Recommender Systems for Music Recommendation - Machine Learning

  • Analysed the collaborative filtering technique for music recommendation systems and proposed a method to provide recommendations to listeners which are accurate and relevant to the user.
  • Project was based on the Kaggle One Million Song Dataset Challenge to predict listening the listening history of users using the Million Song Dataset.
  • Result - Publication - Collaborative Filtering Recommender Systems for Music Recommendation