Creation Future

What it does

Product design is a complex task. It needs to consider user preference, technology trend, aesthetic theme and so on. In addition, due to the product is always designed for the future. Designer needs make prediction. In this application, it makes use of the ability of multimodal large language and transfer learning technique to generate future likely sell-well product based on the historical product trend. It first use prompt to ask Gemini to analyze the product development trend based on image of the products in the past. And then it is asked to make a prediction of the current product based on the trend analysis on the past. Then a current product image is add to help the model to improve its prediction. Finally, the model is ask t to generate text description the future product.
Due to Gemini is outputting text, the text description of the future product is used to prompt into an image generation prompt. the project use RealVisXL to generate image because I have no access to Vertex AI on the Google Cloud.
With the creation future feature of the application, it can further receive images to modify the product design, for example, using fashion trend image as reference for product appearance. The application can easily adopt a front end user interface to it. A final note, I tried to use Flutter for the UI but fail to implement it at the end. I will keep trying to update it on my GitHub.