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Filtering by: Advisor Agu, Emmanuel O. Keyword Deep Learning Publisher Worcester Polytechnic Institute

Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models

Keyword:

Data Science, Machine Learning, Pretrained Models, Generative Modeling, Deep Learning, and Bias

Creator:

Gerych, Walter

Advisor:

Rundensteiner, Elke A. and Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2023-10-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Let there be light... Characterizing the Effects of Adverse Lighting on Semantic Segmentation of Wound Images and Mitigation using a Deep Retinex Model

Keyword:

Dataset, Deep Learning, Lighting, Retinex Theory, Wounds, and Semantic Segmentation

Creator:

Iyer, Akshay B.

Advisor:

Agu, Emmanuel O.

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-05-14

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Robotics Engineering