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:
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
Tagging refers to labelling the people and objects that are located in the image. This form of image annotation is widely used in the retail, e-commerce, marketing and advertising industries.
- Sort and arranges the images quickly
- Prompt access to a certain image using keywords
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.
- Calculates the distance between various objects to define their size and surrounding space
- Helps to figure out the traffic situation in the automotive industry
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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.
- Ensures precise localization
- Detects the exact shape and size of the objects
Annotating all of the various landmarks out there is done by marking key points in a specified area. It was designed to help capture human figures and poses in 2D images and videos. Landmark annotation has many practical applications in the healthcare, automotive, insurance, agriculture, retail, and e-commerce industries.
- Recognizes face details, emotions, and gestures
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
Our Experience in Image Annotation
Mindy Support has extensive experience building dedicated teams for image annotation purposes. The teams that we assemble have the necessary skills and expertise in the industry for which the project is intended to be used in and we stand by our work all the way. We provide you with image annotators who take pride and ownership in their work and are enthusiastic about the potential of artificial intelligence and machine learning.
This past year, we assembled a team of more than 1000 people for one of the leading machine learning companies. They are high-tech. B2B company with products based on ML algorithms that require a human element for training and validation purposes. Such a massive project involved image processing, text processing, translation services, data processing for ML, and more to enable our client to launch an exclusive AI-driven innovative product.
Image annotation outsourcing can alleviate a lot of burden on your in-house teams, by taking care of the most time-consuming tasks, thus allowing you to focus more attention on developing your product and other business functions. Working on AI projects requires high quality and accurate data which can be provided with supervised data annotation.
Mindy Support uses supervised data annotation to ensure professional assistance with the creation of 2D bounding boxes, polygons, semantic segmentation, labelling and point, and landmark annotations in a short time. If you need help with the image annotation outsourcing, feel free to fill out the form and send the application to Mindy Support. We will create a team of skilled annotators that meets your expectations.