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DATA LABELING SERVICES

Power your computer vision models with high-quality labelled image data. Our powerful labeling platform will handle all stages and types of ML development.

We Meet all Your Data Annotation Needs

Just like human beings need information about the environment that surrounds them, computers need meta information to learn to recognize and label all of the various objects that surround them as well. Image annotation outsourcing companies perform all of the tedious and time-consuming processes with the understanding that their work is absolutely critical to the overall success of the project. By taking such a burden off the shoulders of your IT personnel, you can focus on developing your product and your core business functions. Mindy Support goes above and beyond the requirements of outsourcing companies by performing all tasks with the utmost attention to detail, regardless of the volume of work, all at an affordable price. By performing our job on time, every time, we help you keep your project timeline in place and expedite time to market.

Let’s take a look at the types of image annotations we offer:

Semantic Segmentation

With Semantic Segmentation, every pixel needs to be associated with a labelled image such as a car, road, pedestrian etc. This technology is widely used in the automotive, healthcare, agricultural, retail as well as in many other industries to provide an overall idea of how the visual system works and what the limitations are.

Semantic Segmentation Benefits
  • Enhances algorithmic efficiency
  • Removes background, therefore increases accuracy

3D Bounding Boxes (Cuboids) for 2D image

3D Cuboid annotation is taking regular 2D images and videos and annotating them into 3D models by applying various elements such as height, width, rotation, depth, etc. This allows the computer to understand the exact dimensions of an object and is often used in the automotive, retail and e-commerce, healthcare, agriculture, and real estate industries.

Cuboids Benefits
  • Calculates the distance between various objects to define their size and surrounding space
  • Helps to figure out the traffic situation in the automotive industry

2D Bounding Box

Bounding boxes are superimposing a box around the object you would like the computer to recognize in a given image. It is used in the automotive, retail and e-commerce, insurance, information technology, and real estate industries.

2D Bounding Boxes Benefits
  • Ensures the shortest time for annotation
  • Requires minimal costs

Polygon Annotation

If you encounter the exact shape of an irregular object, our polygon annotation service will use segmentation masks to get the most precise image annotation. Polygons are used in the automotive, real estate, information technology and healthcare industries.

Polygon
  • Ensures precise localization
  • Detects the exact shape and size of the objects

Segmentation for 3D Point Cloud

We provide you with the full spectrum of segmentation services for the 3D Point Cloud. This way you can spatially group points that have the same properties into similar regions

Bounding box for 3D Point Cloud

3D Cuboid annotation is taking regular LIDAR and RADAR data and annotating them into 3D models by applying various elements such as height, width, rotation, depth, etc. This allows the computer to understand the exact dimensions of an object and is often used in the automotive.

Cuboids Benefits
  • Calculates the distance between various objects to define their size and surrounding space
  • Helps to figure out the traffic situation in the automotive industry