Transforming Outfits with Roboflow Workflows and Generative AI

Roboflow Workflows provides a no-code visual blocks interface for creating complex computer vision pipelines, exemplified by a workflow that modifies clothing in images using a combination of technologies. This workflow employs YOLOv8 for detecting clothing items, SAM2 for generating segmentation masks, and Stability AI's Stable Diffusion for generative inpainting to alter outfits based on user prompts. Users can create a new workflow by logging into their Roboflow account, setting up the object detection model, filtering detections, and utilizing SAM2 for precise segmentation. The final step involves Stability AI modifying the clothing in the image according to custom prompts, such as "Summer outfit" or "80s fashion," with users providing their Stability AI API Key to test and visualize the results. This integration of multiple models into a cohesive pipeline showcases the potential for AI-driven fashion tools and offers users an interactive way to engage with computer vision technologies.