Generating FER models using ChatGPT

التفاصيل البيبلوغرافية
العنوان:	Generating FER models using ChatGPT
المؤلفون:	Radu-Daniel BOLCAȘ
المصدر:	Revista Română de Informatică și Automatică, Vol 34, Iss 2, Pp 85-96 (2024)
بيانات النشر:	ICI Publishing House, 2024.
سنة النشر:	2024
المجموعة:	LCC:Automation LCC:Information technology
مصطلحات موضوعية:	facial emotion recognition (fer), deep neural networks, convolutional neural networks (cnn), computer vision, machine learning, large language model (llm), chatgpt(generative pretrained transformer), Automation, T59.5, Information technology, T58.5-58.64
الوصف:	This paper investigates the utilisation of ChatGPT (Generative Pre-trained Transformer) in the field of Facial Emotion Recognition (FER), streamlining development processes and making them smoother and faster. With ChatGPT, coding and debugging happen fast, leading to the swift creation of performing models in mere minutes. It highlights the transformative potential of integrating ChatGPT into image processing workflows, accelerating progress in computer vision, graphics, and multimedia. This paper also shows the importance of word choice and developer skill in finding the right balance between speed and accuracy. It sets the stage for further investigations into advanced Large Language Models (LLMs) and finetuning parameters, leading towards faster, more efficient image processing techniques.
نوع الوثيقة:	article
وصف الملف:	electronic resource
اللغة:	English Romanian; Moldavian; Moldovan
تدمد:	1220-1758 1841-4303 77579364
Relation:	https://rria.ici.ro/documents/1164/art._7_Bolcas.pdf; https://doaj.org/toc/1220-1758; https://doaj.org/toc/1841-4303
DOI:	10.33436/v34i2y202407
URL الوصول:	https://doaj.org/article/a85c2df5c66a422b9f89e77579364fc4
رقم الانضمام:	edsdoj.85c2df5c66a422b9f89e77579364fc4
قاعدة البيانات:	Directory of Open Access Journals

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الوصف
تدمد:	12201758 18414303 77579364
DOI:	10.33436/v34i2y202407