Best creative & modern agency
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user flow
Step 1: Initial Setup
Users download the app, which specializes in generating content using AI technologies, particularly Stable Diffusion. The app focuses on creating varied artistic outputs from inputs like images and text.
Step 2: Content Creation
Users can generate images from existing images, convert text into an image, and create avatars. For avatar creation, an array of images is uploaded, and the app generates various styles based on these images. The app operates by training an AI model with initial contexts, allowing users to engage with and develop from this model. A series of prompts or styles are available for users to customize, and after some time, the generated art is produced according to the client’s requests.
Step 3: Image and Avatar Generation
The app supports generating images from other images and text-to-image conversions. Stable Diffusion is used for creating avatars and other content, while Astria AI is used for different types of content generation. When users upload photos, they are used to train the model, which then produces the requested content.
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The app relies on a network of GPU servers, specifically six GPUs, to handle the content generation process.These servers, necessary for generating content, are maintained and supported by our team, we have commands written in both Python and C. The servers are designed to be agile and responsive to content generation requests.
The app is built to be flexible, meeting specific user needs. It regularly receives updates to enhance its features and functionalities, ensuring it remains adaptable to user requirements.
Results of the project
Faster and Better Art
We turbocharged the app! Integrated new Generative AI models, slashing image generation time and boosting the quality of your illustrations.
Error-Free Play Area
Enjoy a glitch-free ride! We built a play area for reliable and error-free operation, ramping up the overall stability of the app.
Budget-Friendly AI Magic
No need to break the bank! We set up one of the most cost-effective infrastructures for AI image generation, ensuring top-notch quality without the hefty price tag.
"Code & Cakes is just remarkable. They are some of the best software engineers I've worked with in my life.
Here are a few reasons why:
- Always ship on time and the quality is great. Code they shipped was always production ready;
- Thanks to them, we launched a working product to customers with all core features in a month;
- They are super-friendly and truly feel like part of your team.
In terms of outcomes, thanks to Code & Cakes, our company launched a product in a month and got our first 20 customers and a paid pilot with a Fortune 500 company. Also we raised a $3M seed round.
If you're looking for a team that can take your startup from idea to traction — look no further. Code & Cakes are awesome!