Shotwell is a free and open-source photo management tool suitable for casual users, offering basic features for photo organization and editing. In contrast, Adobe Bridge is a professional-grade application that provides advanced features for image organization, integration with Adobe products, and support for various media types, making it ideal for professionals in creative fields.