Synthetic image generation and the use of virtual environments for image enhancement tasks

Synthetic image generation and the use of virtual environments for image enhancement tasks

Deep learning networks are often difficult to train if there are insufficient image samples. Gathering real-world images tailored for a specific job takes a lot of work to perform. This dissertation explores techniques for synthetic image generation and virtual environments for various image enhance...

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Bibliographic Details
Main Author: Del Gallego, Neil Patrick
Format: text
Language:English
Published: Animo Repository 2023
Subjects:
Computer graphics
Rendering (Computer graphics)
Machine learning
Neural networks (Computer science)
Computer Sciences
Online Access:https://animorepository.dlsu.edu.ph/etdd_softtech/2
https://animorepository.dlsu.edu.ph/context/etdd_softtech/article/1001/viewcontent/Synthetic_Image_Generation_and_the_Use_of_Virtual_Environments_fo_Redacted.pdf
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Institution: De La Salle University
Language: English

Internet

https://animorepository.dlsu.edu.ph/etdd_softtech/2
https://animorepository.dlsu.edu.ph/context/etdd_softtech/article/1001/viewcontent/Synthetic_Image_Generation_and_the_Use_of_Virtual_Environments_fo_Redacted.pdf

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