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Damselfly is a server-based Photograph Management app. The goal of Damselfly is to index an extremely large collection of images, and allow easy search and retrieval of those images, using metadata such as the IPTC keyword tags, as well as the folder and file names. Damselfly includes support for object/face detection.
IPTC Studio is a self-hosted workflow that lets you import image batches, edit IPTC/XMP/EXIF fields, validate presets, and export final assets. The interface runs entirely on vanilla HTML/CSS/JavaScript while the backend exposes a compact JSON API written in PHP.