Sketch2Prototype: Rapid Conceptual Design Exploration and Prototyping with Generative AI

Base milk frother dataset The unprocessed milk frother dataset consists of 1089 images denoted as Page-X.png where X is the sample ID. The dataset also consists of a csv file named sketch_drawing.csv that includes Image_ID, that denotes the id of the image, and text, that denotes the text description of the image. The other fields in the dataset do not matter for the purposes of this project. Augmented milk frother dataset After running the sketch2prototype framework on the dataset, we obtain an augmented dataset. Each sample has its own directory with the following contents: Directory of 4 generated images dalle_response.json - a log of the prompts used to generate the images original.png - the original milk frother sketch used to generate the 4 images Additionally, sketch_drawing.csv is in the folder.