Development of a Customized Lora: A Deep Dive into Personalized AI-Generated Imagery October 29th, 2023 Objective: The primary objective of this project was to create a professional-grade photograph using a custom AI model, termed "Lora." This initiative was inspired by Aragon (https://www.aragon.ai/), a commercial AI tool available at Aragon AI, which offers similar capabilities but at a cost. Methodology: The project began with the compilation of two image datasets. The initial dataset lacked diversity, consisting of overly similar images, which necessitated the creation of a second, more varied dataset. Both the standard definition (SD) and extra-large (XL) versions of Lora were trained using Kohya's framework, renowned for its robustness and versatility in managing advanced AI models. Challenges and Results: The anticipated high-quality output from the XL Lora did not meet expectations initially, as the images suffered from pixelation and blurriness. Adjusting the s
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