If you're looking for an AI-powered tool to automatically detect and tag objects in images, Ximilar could be an excellent choice. It offers a comprehensive set of image recognition and visual search capabilities, including object detection. The platform allows you to create custom models and embed them into your systems, which can be especially useful for e-commerce and fashion applications.
Another noteworthy option is the Segment Anything Model (SAM). This model performs zero-shot object segmentation, meaning it can identify and segment objects without requiring any additional training. It supports various input methods, including interactive points and bounding boxes, making it versatile for different segmentation tasks. SAM is particularly useful for generating masks that can be used for tasks like object tracking and image editing.
Imagga also provides a robust image recognition API with features like image tagging and visual search. It offers customizable machine learning technology for categorizing images and extracting colors. The service is widely used in various industries, including commerce and real estate, and supports multiple integrations, making it suitable for different deployment scenarios.