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Vindula Rathnayake's Projects

chronic-kidney-disease-prediction-system icon chronic-kidney-disease-prediction-system

This Machine Learning Group project. In this we taken a available datasets and process the data and train on few models. Then we evaluate them and find the best model.

e16-4yp-open-world-object-detection-and-discovery icon e16-4yp-open-world-object-detection-and-discovery

Object detection is a well-known computer vision technique for locating instances of objects in images. Open World Object Detection refers to tackling object detection tasks in an open-world setting where the task is to detect a known set of object categories while simultaneously identifying unknown objects. Moreover, it is required to identify instances of unknown objects and subsequently learn to recognize them when training data progressively arrive. An oracle (eg: - a human annotator) is needed to introduce new class labels for the identified unknowns to classify those to relevant object classes in the next increments of learning steps.

research-area-recomending-system icon research-area-recomending-system

Implemented Research area recommend system according to the skills on subject related to Computer science using fuzzy system. CO542 - Neural Network & Fuzzy system mid term project

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