SuperAnnotate

SuperAnnotate is a super-powerful application that offers pixel and vector editors, object prediction capabilities, automatic file distribution, and accurate file management.

Each digital asset is a collection of smaller elements. Images are a collection of pixels (the smallest items of information in a picture) arranged in a 2-dimensional grid. For computer vision algorithms to work well, these need to be trained to identify patterns of specific objects in different images.

To annotate a picture for machine learning purposes or for training any form of artificial intelligence, that means that you first need a database of images where distinct objects have priorly been annotated and indexed.

This action means that you have to singularize objects in a picture, define their borders, save that pattern, and later add tags for object identification. This way, your AI or smart identification system will identify, for example, a car by comparing the initial coordinates (from the database) with a similar pattern found in a new picture.

SuperAnnotate is a program that allows annotating visual content for creating large datasets with tags and identification classes. Sometimes you have information about different visual patterns that comes in the form of digital coordinates.

For your AI, it doesn't really matter if you cut the object from an actual picture/video or if you upload predefined shapes. SuperAnnotate comes in handy for situations of this kind, as it enables the import of JSON files, images, videos, pre-annotations, and classes.

Moreover, the tool and the overall service offer advanced techniques and have rich documentation. This further allows creating models, establishing a neural network for training algorithms, and customizing your instances for Pixel and Vector projects.

All things considered, SuperAnnotate is a fully functional annotating and AI training ecosystem that enhances your team's efforts for delivering fast, automated, and accurate image and video identification capabilities to any system.