Ruchitha ManneImage Processing, Matlab, C Programming, Latex
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I am a research scholar. I work on Computer Vision, Machine Learning, Deep Learning, Pattern Recognition, Estimation Theory, Signal Processing, etc.
I have implemented various algorithms in Image Processing like Optical Flow, Image Stitching, object tracker in videos, etc., in MatLab. I am acquainted with Multi-layer Perceptrons, Convolutional Neural Networks, Transfer Learning, Auto Encoders, Variational Auto Encoders, and Generative Adversarial Networks; and implemented most of them. I prefer the PyTorch framework to work on my models mostly, I am acquainted with the Tensorflow framework as well.
I code in C, MatLab and python languages. I have a Teaching Assistance experience in C language programming for undergraduates, where I was conducting tutorials and lab sessions.