If you're looking for a tool to automatically label and categorize your photos using AI-powered models, CrossPrism is worth a look. It uses multi-core CPU, GPU and Neural Engine processing to rapidly identify, label and categorize photo content on Macs. With more than 20 expert models, it's particularly good for custom categorization of subjects like species, landmarks and image quality. It can handle video, including motion tracking and object detection, and it works with Lightroom.
Another good option is ACDSee, a full-featured photo editing and digital asset management tool. ACDSee has powerful cataloging abilities with facial recognition and advanced search, and it supports more than 700 RAW camera models. It also has AI-powered tools for photo keywording and subject selection, so it's a good option for photographers who need both image management and editing abilities.
For developers and businesses, Imagga offers a full-featured image recognition API with features like image tagging, visual search and facial recognition. It can automatically categorize images and create thumbnails, and it lets you customize machine learning technology for your own categories. Imagga is used in many industries, and it offers integration with cloud, on-premise and edge/mobile deployments.
Last, CaptionAI is a specialized tool for automatically generating image captions, descriptions and tags. While it's geared more for accessibility and SEO, it can also be used for easy categorization, so it's a good option for organizing images while making them more discoverable. CaptionAI offers several pricing tiers, so it's good for hobbyists and pros.