Image Editor Glasses

The tool enables uploading a portrait to generate realistic eyewear overlays on the face. It uses facial landmark detection to position frames so that left and right lenses align with the eyes, and scales to match inter-ocular distance for a natural look. Frame templates can be selected, and optional adjustments include global scale, rotation, and color tweaks to approximate different materials. Results can be exported for product pages, lookbooks, or social media. The system emphasizes privacy by processing images in-session with no mandatory persistence unless the user opts in. This makes it suitable for retailers and designers who need fast, repeatable visuals without sourcing external editing services.\n\nConceptually, the workflow starts with image ingestion, followed by landmark extraction, frame sizing relative to eye distance, and transform application (scale, rotation, position). The tool supports multiple frame styles to compare fit and aesthetics side by side. It is designed for use cases such as quick product demonstrations, customer previews, and marketing imagery.\n\nUnique differentiators include robust landmark-based alignment that adapts to varying face tilts, a library of frame templates optimized for different face widths, and an emphasis on quick exports in common image formats. It is particularly valuable to e-commerce teams, opticians, and independent designers who need consistent, repeatable visuals without manual retouching.\n\nUse cases include generating on-brand visuals for product listings, creating social-ready try-on screenshots, and building lookbooks to illustrate how different frames look across diverse face shapes.