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LifeTrace Timeline transforms raw daily activities into beautiful, personalized hand-drawn diary-style timeline visualizations using Gemini 2.5 Flash Image's advanced generation capabilities. Our application addresses the common problem of digital life being fragmented across multiple apps and data sources, making it difficult to reflect on and cherish daily experiences. The project leverages four core Gemini 2.5 Nano Banana Flash Image features: *Dynamic Visual Creation* to generate unique artistic timeline layouts tailored to each user's daily journey; *Character Consistency* to maintain stable protagonist appearance across multiple activity stickers within a single timeline image; *Compositional Layout Intelligence* to strategically arrange individual activity stickers along a flowing timeline curve with proper spacing and visual balance; and *World Knowledge Integration* to intelligently interpret location data, activity types, and cultural contexts for accurate visual representation through sophisticated prompt engineering. Our intelligent activity processing algorithm automatically identifies and removes trivial activities (like "waiting at stations"), merges consecutive transport segments, and highlights significant life moments—turning mundane location logs into treasured visual memories. The system generates warm, cozy diary-style illustrations with consistent artistic style while maintaining privacy by anonymizing specific locations. This creates a magical user experience where complex data becomes instantly meaningful visual storytelling, enabling users to rediscover forgotten moments and gain insights into their daily patterns through beautiful, shareable timeline art that wasn't possible before Gemini's advanced image generation.