Our Humans in the Loop can label datasets with our diverse range of

Annotation Services

Image of vegetables on the shelf - after annotation

Bounding Box

Annotation with a bounding box means that a rectangle has to enclose each object in an image or a frame of video.

Image of vegetables and fruits - after annotation

Polygon

Polygon annotation can hence have pixel perfect precision whilst being highly flexible and adaptable to a variety of shapes.

Image of people walking along the street - after annotation

Keypoint

Keypoint annotation consists of particularly numbered points called keypoints which are connected by edges. They are a great way of tracking movement!

Feature image of the blog article Semantic Segmentation

Segmentation

Segmentation is done by selecting areas in the image and assigning a class to them which can result in pixel-perfect classification

Feature image jf the blog article 3D Annotation

3 dimensional

We can annotate three-dimensional data such as point clouds, which allows for depth, distance, and volume to be factored into account.

Annotated image of people in a supermarket

Video

Your videos can be labeled in a variety of ways where depending on the modality: frame extraction and classification, event detection, object and activity tracking through bounding boxes, polygons, or keypoints, etc.