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Title: :  FULL STACK MERN AI IMAGE GENERATION APP
PaperId: :  21738
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 5 2023
DUI:    16.0415/IJARIIE-21738
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SETHURAM BBANNARI AMMAN INSTITUTE OF TECHNOLOGY
SINEKA VBANNARI AMMAN INSTITUTE OF TECHNOLOGY
SWETHA VBANNARI AMMAN INSTITUTE OF TECHNOLOGY

Abstract

COMPUTER SCIENCE AND ENGINEERING
MERN stack, image_generation, CNN
The "Full Stack MERN AI Image Generation App" is a monument to the never-ending pursuit of innovation in a time when technology is still developing at an unheard-of rate. With the power of the MERN stack (MongoDB, Express.js, React, and Node.js) and the capabilities of Artificial Intelligence (AI), this project offers a ground-breaking combination of cutting-edge technologies that will usher in a new era of image generation. Recent years have seen notable changes in the digital ecosystem, with an increasing focus on AI-driven solutions. As it combines the adaptability of the MERN stack, a well-liked web development toolkit, with the creative potential of AI in image generation, the "Full Stack MERN AI Image Generation App" emerges as a crucial turning point in this evolution. In recent years, the digital world has experienced a significant metamorphosis, with an apparent tilt in favor of AI-driven solutions. This change is a result of the realization that artificial intelligence has the power to transform entire industries, handle challenging problems, and improve user experiences. The "Full Stack MERN AI Image Generation App" emerges as a significant milestone in this dynamic environment, signifying an inventive marriage of technologies as the Creative Catalyst: Artificial Intelligence, particularly in the realm of image generation, has exhibited a remarkable ability to mimic and extend human creativity. With deep learning algorithms such as Generative Adversarial Networks (GANs) and Convolutional Neural Networks (CNNs), AI can understand patterns, styles, and aesthetics to generate images that resemble the work of human artists. This creative potential has immense implications for industries such as graphic design, advertising, and art. Keywords: MERN stack, image_generation, CNN

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IJARIIE SETHURAM B, SINEKA V, and SWETHA V. "FULL STACK MERN AI IMAGE GENERATION APP" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 5 2023 Page 1437-1440
MLA SETHURAM B, SINEKA V, and SWETHA V. "FULL STACK MERN AI IMAGE GENERATION APP." International Journal Of Advance Research And Innovative Ideas In Education 9.5(2023) : 1437-1440.
APA SETHURAM B, SINEKA V, & SWETHA V. (2023). FULL STACK MERN AI IMAGE GENERATION APP. International Journal Of Advance Research And Innovative Ideas In Education, 9(5), 1437-1440.
Chicago SETHURAM B, SINEKA V, and SWETHA V. "FULL STACK MERN AI IMAGE GENERATION APP." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 5 (2023) : 1437-1440.
Oxford SETHURAM B, SINEKA V, and SWETHA V. 'FULL STACK MERN AI IMAGE GENERATION APP', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, 2023, p. 1437-1440. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/FULL_STACK_MERN_AI_IMAGE_GENERATION_APP_ijariie21738.pdf (Accessed : 28 April 2025).
Harvard SETHURAM B, SINEKA V, and SWETHA V. (2023) 'FULL STACK MERN AI IMAGE GENERATION APP', International Journal Of Advance Research And Innovative Ideas In Education, 9(5), pp. 1437-1440IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/FULL_STACK_MERN_AI_IMAGE_GENERATION_APP_ijariie21738.pdf (Accessed : 28 April 2025)
IEEE SETHURAM B, SINEKA V, and SWETHA V, "FULL STACK MERN AI IMAGE GENERATION APP," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 5, pp. 1437-1440, Sep-Oct 2023. [Online]. Available: http://ijariie.com/AdminUploadPdf/FULL_STACK_MERN_AI_IMAGE_GENERATION_APP_ijariie21738.pdf [Accessed : 28 April 2025].
Turabian SETHURAM B, SINEKA V, and SWETHA V. "FULL STACK MERN AI IMAGE GENERATION APP." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 5 (28 April 2025).
Vancouver SETHURAM B, SINEKA V, and SWETHA V. FULL STACK MERN AI IMAGE GENERATION APP. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 28 April 2025]; 9(5) : 1437-1440. Available from: http://ijariie.com/AdminUploadPdf/FULL_STACK_MERN_AI_IMAGE_GENERATION_APP_ijariie21738.pdf
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