Challenges
- Ensuring robust privacy protocols, excluding the use of SaaS solutions
- Operating within a tightly fixed and restricted financial framework
- Navigating and fulfilling complex and specific dataset requirements
- Managing and mastering the intricacies of detailed image features
- Overcoming the limitations of low-resolution training
Solutions
- Open-sourced Stable Diffusion model
- Utilization of Google Colab
- Birme image pre-processing
- Multi-concept learning
- Upscaling for increased resolution
Results
- AI seamlessly adapts to and aligns with the unique style of the company’s brand
- Achieved high cost-effectiveness in operations, maximizing return on investment
- Successfully generating high-resolution images, ensuring superior image quality and detail
