Annotation services is the kind of data labeling service offered by professional companies to make data like texts, images and videos understandable to machines. Basically, it is the process of making the data recognizable to machines generally through computer vision (in image and video annotations).
And there are multiple types of annotation techniques and methods used to annotate the data with precise labeling. The annotations involve using the tool or software to make the object of interest in an image recognizable to machines to train them using the AI and machine learning based algorithms for predictions in real-life.
Types of Annotations Services
There are multiple types of annotation services available in the market, as per the project needs AI and ML developers can use that as a training data. Generally, text, image and video annotations are the types of annotation services. However, there are different types of annotation techniques discussed below.
- Bounding Box Annotations
- Semantic Annotations
- Landmark Annotations
- Polyline Annotations
- Polygon Annotations
- 3D Point Annotations
- 3D Cuboid Annotations
All these annotations are comes into image annotation services and its is used as training data for machine learning through computer vision. These annotations for basically used to train the AI or ML model developed for different sectors.
The annotation services is used machine learning training data for different sectors like self-driving, retail, robotics, agriculture, healthcare and autonomous flying. The annotation process is performed using the tools while ensuring the accuracy. Cogito is one of the well-known data annotation company providing the one-stop solution for companies seeking high-quality training data for AI and ML model development.