Specialized Data Labeling Services

Image or photo annotation is an important process used for tagging ML images to create machine learning training data sets. The image labeling service helps the machines to learn about the features and characteristics of an image through the attributes given by the data annotator manually or through specialized tagging tools. A wide range of techniques such as 2D and 3D bounding box, dot/point annotation, polygon annotation, and others are used for labeling photos to create workable training sets for all AI classes and machine learning categories.

We can help our clients operating in the image labeling domain in hiring highly skilled and experienced specialists that can provide high-class services in image annotation and semantic image segmentation processes.

Text processing is another domain in which we are experts to help our clients hire the best quality professionals for processing and annotating text data effectively. The text processing is done for creating training data for machine learning text recognition used for data analytics applications. It is also referred to as the text mining process. In this process, AI NLP is used to convert the unstructured text into structured text so that the algorithms used in applications can easily understand the structure of the text.

We specialize in the text processing domain for hiring the most skilled and reliable text annotators and labelers that can increase the efficiency and performance of businesses of our valued clients. 

Video annotation is a process that is extensively used in computer vision (CV) applications in artificial intelligence. The video annotation is done to build training datasets out of short video clips to train the computer machines to distinguish between different types of objects both moving and static ones in a video. A video labeler uses different tools for video annotation and labels the items in the video through different techniques such as polygons, 2D/3D bounding boxes, and others. Video is a more complex data structure and needs a higher level of accuracy and precision in marking to create a machine learning model training dataset.

Our experts are highly experienced and skilled in sourcing and hiring the most skilled professionals to provide video labeling services for our clients. They provide a higher level of accuracy, precision, speed, and expertise in the entire workflow.

The process of labeling the audio speeches or bites for building deep learning datasets for AI natural language processing (NLP), chatbots, virtual assistant, and other similar kinds of applications is known as audio annotation. A trained audio labeler uses numerous specialized tools to label different parameters of the audio such as volume, emotion, pitch, background noise, and other characteristics. There are numerous types of audio annotation services such as sound labeling, speech to text transcription, event tracking, audio classification, and others.

Our company specializes in hiring the professionals for providing high-quality audio annotation support to our valued clients. They can handle annotation processes for all types of audio labeling with a high level of accuracy, agility, and precision.

3D Point Cloud Annotation is a type of video annotation that offers greater details of the objects in the video, proper segmentation for detecting the movement of the objects, classification of the objects, Light Detection and Ranging (LiDAR) annotation for determining the accurate distance of the object, and others. 3D point cloud annotation is very important in achieving training accuracy machine learning for very critical artificial intelligence applications such as autonomous vehicles, telemetry services, radar and satellite control systems, and others.

Our company provides specialized help to our valued clients in recruiting highly skilled and qualified professionals to work on 3D point cloud annotation services. The specialists we hire can handle all processes of video annotation, segmentation, classification, and other processes that are carried out under 3D point cloud annotation category apart from high level of accuracy, precision, and professional-grade services.

The main focus of our company is providing human resources recruiting services in the field of data labeling for big data artificial intelligence and machine learning applications. We cover numerous parts of data annotation and processing services that fall under this broader category of data labeling. A few very important data services other than the above-mentioned types include data anonymization services, semantic annotation services, lines and spline services, 3D cuboid labeling, polygon annotation, key-point or landmarking services, entity annotation, and others.

We hire very task-specific professionals for our clients so that they can justify 100% with job requirements to provide a great value for the money our clients spend on getting machine learning dataset labelers through us.

Semantic segmentation plays a very vital role in building modern artificial intelligence and machine learning applications. In this process, all pixels in a frame of video or image are labeled in accordance with predefined artificial intelligence AI classes such as car, road, tree, pedestrian, traffic signals and others. All pixels that are associated with a car are labeled as car and all pixels of road are marked as road in semantic segmentation. This provides better accuracy and visibility to computer vision applications in the modern AI field.

Our data annotation services for AI include full-fledged semantic segmentation services for building highly accurate and reliable machine learning label training datasets.

Tagging is one of the most important categories of data annotation services for AI ML. In this service, the objects in an image or video are tagged for their generalized identity. For instance, the crates of bottles of multiple items such as water, milk, soft drinks, juices, and others are labeled with their names of content. This process is very useful in developing automated applications in eCommerce, retail, marketing, and others.

Our specialists professionally tag a wide range of items with a high level of precision and accuracy for our clients.

2D/3D bounding boxing is a process to outline a static or moving image with the help of either a two-dimension box or a three-dimensional box around that object. The 3D box outlines the object in terms of three dimensions for better accuracy and better quality of computer vision as compared to 2D bounding boxing process.

Our experts offer high-quality and faster services of object-outlining with the help of 2D and 3D bounding box techniques.

Polygon annotation is a process of masking the objects of irregular or asymmetrical shapes to outline their shapes more accurately as compared to other bounding box techniques. It is also a type of bounding box annotation technique. It is extensively used in auto-cars, agriculture, real-estate, healthcare, information technology, and other similar kinds of industries.

We offer specialized polygon annotation services to build robust learning datasets for AI applications.

Landmark annotation is used for highlighting the most important points to describe the size, feature, texture, and other attributes of a contour, object, or surface is known as landmarking. This is done through marking a sequence of points and generating coordinated sketches out of those sequenced points. The main examples of landmark annotation applications include in facial recognition, healthcare, and other sectors.

Our remote professionals are highly efficient in providing comprehensive landmark annotation services for artificial intelligence applications.

Our data annotation experts also provide many other services in the data labeling services other than the above-mentioned major services as listed below:

• Polyline annotation services
• Cuboid annotation services
• Data localization services
• And many others