Skip to main content
OverflowAI is here! AI power for your Stack Overflow for Teams knowledge community. Learn more
Dilara Albayrak's user avatar
Dilara Albayrak's user avatar
Dilara Albayrak's user avatar
Dilara Albayrak
  • Member for 7 years, 11 months
  • Last seen more than 4 years ago

I am a software developer, wants to build a career in the Machine Learning field. I have work experience as a programmer and recently have experience in ML. I feel confident to learn something new and have an urge to improve myself.

Recently, I have finished my master's study in which I proposed a thesis about visual saliency by using different deep learning approaches. My focus in my work is a project on 3D object recognition along the assembly line. We come up with a Deep Learning solution for that problem. Basically, we train a proper DL architecture with renderings of 3D objects and try to reach high accuracy during inference which is conducted with real-time photographs of the objects. Within the scope of my thesis, I intend to apply the Generative Adversarial Network approach to the Visual Saliency topic. Very briefly, visual saliency is a field concerning people’s attention while seeing visual stimuli (an image or a frame in a video sequence) and visual saliency methods aim at reaching people’s eye fixations as much as possible. As a preliminary work of the visual saliency field, we published an article on the conference Cyberworlds 2019 and Computers and Graphics journal. After that, we enhanced our study and published a journal article titled "Deep into Visual Saliency for Immersive VR Environments Rendered in Real-time".

I am an easy-going and coherent person in a professional manner. I have experience in both working alone and working with a team. I know English as a foreign language.

This user doesn’t have any gold badges yet.
This user doesn’t have any silver badges yet.
bronze badge

This user hasn’t posted yet.