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Bias Detector Tool For Face Datasets Using Image Recognition, Jatin Vamshi Battu
Bias Detector Tool For Face Datasets Using Image Recognition, Jatin Vamshi Battu
Master's Projects
Computer Vision has been quickly transforming the way we live and work. One of its sub- domains, i.e., Facial Recognition has also been advancing at a rapid pace. However, the development of machine learning models that power these systems has been marred by social biases, which open the door to various societal issues. The objective of this project is to address these issues and ensure that computer vision systems are unbiased and fair to all individuals. To achieve this, we have created a web tool that uses three image classifiers (implemented using CNNs) to classify images into categories based on …