AI Photo Search and Auto-Tagging Tools

Immich is a self-hosted photo and video manager for people who want to keep their collection on their own server. Its mobile apps and web interface provide access to the same library.

HomeGallery is a self-hosted photo and video gallery for people browsing a personal media archive without reorganizing their files. It's designed for a single user with some technical knowledge. By default, AI discovery sends preview images to a public analysis API; you can host that API locally instead.

Excire Search is a Lightroom Classic plugin for photographers who need to find material in large catalogs and choose between similar shots. Its AI analyzes photos and video clips locally without transferring them to a cloud service.

Mylio Photos organizes photos, videos and documents scattered across devices and drives into one library. It's for personal collections, family archives and business media libraries whose owners want to choose where their files live.

LibrePhotos is a self-hosted photo manager for people who want to organize and search a photo library on their own server. It scans photos already on your file system and uses AI to help find images without manually tagging each one.

ACDSee Photo Studio Ultimate is a paid Windows desktop photo editor for photographers who want to manage large collections and edit their photos in one application. It combines non-destructive RAW adjustments with layered editing and AI tools for finding related images, retouching portraits and generating content. It works directly with existing photo folders, without requiring a collection import.

Tonfotos organizes family photos and videos for people whose collections span a computer, external drives and a NAS. It helps you find pictures of relatives and keep family history alongside the archive.

LLMII labels image collections with AI-generated captions and keywords for people who want searchable photos without uploading them to a cloud service. It processes folders on your computer and saves descriptions that other photo tools can read.

Photonix is a self-hosted photo manager for photographers who want to find images across a large collection without relying on folder names. It combines camera metadata, your own tags and automatic image analysis to make photos searchable.

Nextcloud Recognize is an AI media tagging app for people organizing photo, video and music collections on a self-hosted Nextcloud server. It processes images on that server and doesn't send sensitive data to cloud recognition services.

Lap is a desktop photo manager for family albums, photographers, and large personal libraries. It works with photos in your existing folders and uses local AI to help you find images without uploading them to a cloud photo service.

DeepFace is a Python library for developers adding face recognition and facial analysis to applications. It brings several recognition models behind a shared interface and handles the image preparation needed to compare faces.

JoyCaption generates image descriptions for people preparing datasets to train or fine-tune diffusion models. It can caption images on your own GPU, reducing the work of writing training descriptions by hand.

Facet combines photo culling with a self-hosted gallery for photographers choosing keepers from a shoot or organizing a personal library. Its AI analysis runs on your own machine without cloud services, accounts or API keys.

digiKam is a free, open-source photo manager and image editor for photographers managing large collections of photos and videos. It combines library organization with editing and tools for finding images by their content or metadata.

Pictaria Server helps Immich users explore their photo library, choose photos to keep and organize albums through a browser dashboard on their own hardware.

SD.Next is a self-hosted web interface for artists and researchers who want to create and edit AI images and videos on their own hardware. It supports Stable Diffusion and other diffusion models.

TagGUI is a desktop app for creators preparing image datasets for generative AI models. It brings automatic captioning and manual tag editing into one workspace so you can review and correct generated descriptions.

PhotoPrism is a self-hosted photo and video organizer for people who want to browse, search and share a personal media collection on their own hardware or server.

rclip searches folders by what their images contain, without requiring tags or a separate photo library. It's for people who keep image collections on their own computers or servers and want to search them from a terminal.

PixlStash is an image manager for photographers culling shoots, creators reviewing AI images and people preparing datasets. It helps you find relevant pictures and review which ones to keep in large collections.

TrailSnap is a self-hosted AI photo album for people and families who want to organize their pictures and retrace past trips. It connects photos with places and travel records so you can find a particular memory or review a whole journey.

Meme Search is a self-hosted web app for finding images in your own meme collection by their content and text. AI-generated descriptions make the collection searchable without relying on filenames.

Eclaire is a self-hosted AI assistant for people who want to ask questions about their saved information and act on it in one place. It brings documents, notes, photos, bookmarks and tasks into a shared library.

PicApport is a self-hosted photo server for families and businesses that want to organize and search a shared media archive on their own hardware. Its browser gallery handles photos, videos and PDFs, with plugins for camera RAW files and other formats.

Excire Foto is a desktop photo and video manager for enthusiast and professional photographers sorting through shoots or searching large archives. Its AI analyzes photos on your computer without uploading them for analysis.

ON1 Photo RAW is a desktop photo editor for photographers who want to manage and edit RAW photos in one application. It combines a photo browser with retouching and layered editing, covering work you might otherwise split between Lightroom and Photoshop.

Ente Photos is a Google Photos alternative for people who want to back up and share their library without letting the storage provider read its contents. You can self-host its server or use Ente's hosted service.

PhotoLife, formerly Phototheca, is a paid photo and video manager for people organizing large collections on a PC. Its AI face recognition runs locally using the computer's CPU and GPU, without sending photos to the cloud for recognition. It groups photos of the same person into named albums, so you can browse a collection by who's in it.