Boost the accuracy, quality, and performance of your computer vision projects through dedicated remote video annotation teams for detecting, segmenting, and labeling video training datasets professionally.
What Is Video Annotation?
Detecting different objects in a video file or stream through multiple annotation techniques is known as video annotation. This process is performed for building datasets used in training the machines for a wide range of computer vision (CV) applications based on certain machine learning (ML) algorithms. Annotating video is done frame-by-frame to capture all objects with different annotated lines so that the machines can be trained to recognize those objects.
The most common applications of video annotation for deep learning include autonomous vehicles, moving object tracking, telemetry applications, industrial automation, security surveillance, and many others. Video annotation is a kind of monotonous process in which repetitive activities are performed by the annotation video specialists. The data gets bulkier due to multi-frame annotation, which poses a challenge for companies to handle. Companies prefer to outsource video data collection, annotation, labeling, segmentation, and related processes to achieve number of benefits.
Benefits of Setting Up a Remote Teams for Video Labeling
- Greater accuracy – Remote teams are fully focused to work dedicatedly on video annotation tasks, which need extra caution and care. This helps in achieving a great level of accuracy due their experience and personal skills to handle repetitive tasks professionally.
- Cost saving – Remote teams cost less than building an online team for motion tracking video annotation and labeling. Enterprises save substantial cost in outsourcing video annotation services to competitive destinations like Ukraine.
- Time saving – Outsourcing secondary processes like video annotation and labeling saves substantial time for the core business teams to focus on the primary processes and the fundamental business ideas.
- Faster time-to-market – Outsourcing lengthy and repetitive processes like video and image annotation services help speed up your development process and you achieve competitive-edge in the marketplace.
- Sky is the limit – Outsourcing is a wide-open market; you are not bound under the geographical markets. You can choose the best resource from the most competitive and high-quality destinations in the world such as Ukraine and others.
Choose Us as a Reliable Partner for Building Data Labeler Teams Remotely
We are a trustworthy and remote recruitment service provider company based in Kyiv, Ukraine. We assist our valued customers from almost all types of industries and across the globe in the outsourced hiring of video annotators, video labelers, audio annotators, text labelers, and other types of data annotators to build dedicated remote teams in Ukraine, one of the most attractive hubs for outsourcing. Our company believes in developing highly reliable business relationships with our partners through consistent services, great values, and awesome user experience. Top reasons to partner with us include:
- Greater quality/cost ratio – Our services are powered by a bigger ratio of quality/cost factor, which helps our customers achieve their business goals more effectively while maintaining cost-levels at the lower side.
- Competitive rates – Our company offers highly reasonable and fixed prices without any hidden charges in the marketplace. This makes the end-user services of our client companies more affordable to achieve competitive-edge in the market.
- Comprehensiveness – The specialized team of our company provides end-to-end recruitment solutions to outsource video transcription, annotation, labeling and allied services. Our company provides HR consulting, human-resource sourcing, hiring, onboarding, scaling, and continual support under one roof.
- Access to a large pool of talent – Our services are powered by a large pool of talent in Ukraine that offers us the flexibility to choose the rightmost candidate with the right skills required for a particular project or task.
- Ideal location – We are located at the central location in the world with a sizable band of overlapped working hours with major countries across Europe, North America, Indo-Pacific, Middle East and other regions. This improves communication and coordination among the teams tremendously.
Top Services Offered by a Video Labeler We Recruit
Whether you want to annotate YouTube video or a normal video in any format, the video labelers we hire can provide you with full support to accomplish your task professionally. Top services offered include:
2D Bounding Box
The 2D bounding box is the most basic technique used to annotate video for detecting the objects contained in a particular video. In this technique, a two-dimensional box denoting length and width is used to train a computer vision project to interpret an object in the video. The video annotators we recruit for our clients can provide 2D bounding box annotation perfectly.
The 3D boxes are a type of annotation technique used for providing more details of an object to the computer vision models. This technique measures three dimensions such as width, length, and depth of an object through a 3D cuboid shape. The most common use case of this technique is autonomous vehicles to track surrounding objects. The specialists we recruit to annotate video with object tracking can provide 3D box services meticulously.
Lines and Splines
It is a very common technique used for delimiting the boundaries of an object, especially the road lines, cross-overs, pavements, and others. Lines and splines are used to mark the starts and ends of the objects for smooth driving of autonomous cars. The video annotation experts we recruit can provide lines and splines services precisely.
Landmark detection is a very common service used in facial landmark detection and other similar kinds of applications such as sentiment detection, change tracking, and others. In this technique, a sequence of points is used to detect the features, motion, and related characteristics of an object in a video through multiple-frame annotations. The experts we hire can provide landmark detection service accurately.
Video tagging or labeling is a process of adding identification of an annotated object in a video. In this process, video labelers choose a predefined label for a particular object in the frame to tag it for building a training dataset. The video labelers we recruit for our clients can provide video tagging and labeling services perfectly.
Video categorization is also referred to as video classification in computer vision (CV) models. In this process, a piece of video is classified with metadata to describe it more clearly so that machines can interpret it with complete information in it. The professionals we hire for video annotation offer video categorization services flawlessly.
Video Semantic Segmentation
Video semantic segmentation process pertains to breaking a video into multiple frames and tagging the items in that particular video for their most matching categories such as a person, vehicles, shops, and others. The video labeling staff we recruit for our clients can provide a professional-grade video semantic segmentation service easily.
Key Point Annotation
Key point annotation is used for detecting motion, positions, and related characteristics of an object by annotating different locations with certain sequences of points on an object in a video. The typical use cases of key point annotation include healthcare, sports, workout apps, motion detection apps, and others. The remote video annotation staff we hire for our clients can provide key point annotation services perfectly.
3D Point Cloud Annotation
The 3D point cloud annotation is a type of annotation that provides deeper insight into the object’s shape, position, class, and other features. It is mostly used in Light Detection and Ranging (LiDAR) applications. It tracks, visualizes, and classifies through detailed annotation with the help of a huge number of points in a cloudy way (multi-dimensional) to get the most accurate information about the object. The specialists we recruit for video annotation can provide 3D point cloud annotation services accurately.
This annotation scheme is used for labeling polygons for better accuracy. In this technique, the apexes of an object are marked with a point and all apexes are connected to generate a better interpretation of the size, shape, and other characteristics of an object. The video labeling specialists we recruit can provide polygon annotation services correctly.
Main Industries the Video Labelers We Hire Are Ready to Serve
We recruit video labelers for almost all types of industries across the globe. The most important industries that our video annotators can serve in perfectly include:
According to Statista forecast, the market size of the autonomous car industry is expected to reach $37.22 billion by 2023 with double-digit growth. It is expected that more than 75% of all cars will have different levels (L1, L2, L3) of autonomous driving features by 2025. The specialists we hire can serve this industry professionally.
The specialists we recruit can serve the robotics industry perfectly by providing a wide range of training datasets for AI projects. According to Allied Market Research forecast, the robotics industry would reach $189.36 billion by 2027 from just $62.75 billion in 2020 with a whopping growth of over 13.5% CAGR.
Medical imaging, smart records, drug development, disease predictions and treatment, and diagnostics are a few major use cases in healthcare. The video specialists we recruit can serve in those domains perfectly.
Unmanned Aerial Vehicles
A wide range of methods based on deep learning (DL), artificial intelligence (AI), and machine learning are used in UAV development and operations. This size of the industry is to reach $58.4 billion by 2026. The specialists we hire can serve this industry effectively.
What Makes Our Video Annotation Services Stand Out from Market Competitors?
- Trustworthiness – Our company focuses on building a trustworthy and long-term relationship through customer-focused and solution-oriented services that our partners deserve.
- Transparency – We offer full transparency in our commitment, communication, and pricing schemes to provide you with a predictable environment for present requirements and future prospects.
- Professionalism – Our team consists of highly professionals with customer-oriented behavior and solution-focused approach.
- Commitment – We live up 100% to our commitments made with our clients.
- Continual support – Our team keeps in touch with our clients for any kinds of future support and timely scaling up of your team.
Additional Data Annotation Services We Provide
- Text annotation
- Audio annotation
- Video collection
- Audio segmentation
- Image annotation
- Image labeling
- Text tagging
- And others
How Does Our Dedicated Video/Image Annotation Team Building Process Run?
- Client provides requirements and objectives to achieve. We analyze and suggest a suitable solution.
- Client approves. We start the hiring process by sourcing and shortlisting the most relevant candidates for interviews.
- We coordinate with clients for a series of interviews that we conduct on client’s behalf.
- Client approves final hiring. We send job offers to the hired candidates for acceptance.
- Client signs a detailed contract with data annotator.
- We introduce the hired staff to existing teams and workflows.