For recognizing and augmenting images and packaging in real-time, Ximilar is a great choice. This service provides AI-based image recognition and visual search APIs that let you label, describe, categorize and search images. It also offers custom image recognition and object detection and visual search tools, and is geared for e-commerce and other industries where image recognition is important and often must happen in real-time.
Another tool worth a look is Segment Anything Model, which can zero-shot object segment images with a single click. The model accepts a variety of input prompts and produces masks that can be used for tasks like tracking objects, editing images and generating 3D objects. It can run on multiple platforms and has a lightweight architecture that makes it a good choice for real-time image segmentation.
If you're into augmented reality, Wikitude Augmented Reality is a cross-platform AR SDK that includes features like real-time image recognition, object tracking and instant tracking. It's good for retail, education and entertainment. The service offers a scalable foundation for building and distributing AR apps.
Last, Imagga offers a full-featured image recognition API with image tagging, visual search and facial recognition abilities. It also offers customizable machine learning technology and a variety of pricing plans for different needs. Imagga is used by real estate, media and e-commerce companies, among others, so it's a good choice for real-time image recognition and augmentation.