Boost the accuracy and efficiency of the computer vision capabilities of your artificial intelligence (AI) and machine learning (ML) projects by creating highly professional training datasets through our specialized image labeling services.
What Is Image Annotation?
Image annotation is a process used in computer-vision-based projects in artificial intelligence and machine learning fields to scan and construe images. In this process, the images are marked with predefined labels by an image annotator with the help of certain software. The annotated pictures are used as a training dataset for machines to interpret the objects in the frame of an annotated image.
There are different types of ab image annotation process to provide detailed information for deep learning of the machines. The selection of those processes depends on the type of applications to be built. Mission-critical applications need a deeper level of image annotation for producing very accurate results.
How Does Photo Annotation Enhance ML/AI Projects?
Image annotation process plays a pivotal role in ML/AI projects such as driverless cars, unmanned aerial vehicles, and others. The accuracy and efficiency of a computer-vision application are highly dependent on the quality of the image annotation process to build detailed datasets. If the datasets are developed by the professional-level annotating of images through qualified specialists, the machine learning projects improve significantly to produce:
- Higher level of accuracy
- Easier to understand for computers
- Faster processing of images
- Reduced number of errors
- Better performance of apps
- High-quality development
How Do We Help You in Image Annotation for Machine Learning Services?
We are a Ukraine-based professional-grade company headquartered in Kyiv, the largest IT hub in the country. Our company finds and recruits remote staff for image, video, text, and data annotation services for our valued clients across the globe. Our team specializes in offering end-to-end human resources recruitment solutions such as HR consultancy, building new teams, extending the existing teams, project-based hiring, and other customized HR solutions.
Our remote recruitment services stand out of many of our competitors due to numerous great features and benefits such as:
- Competitive price – We provide highly affordable rates in the market without compromising on the quality of eservice at all. Our company offers extremely transparent and fixed pricing plans without any hidden charges.
- Fully managed service – Our company offers the outsourced hiring services that are completely managed under the specialized team of industry experts. You get hassle-free and consistent services without dedicating additional time for managing the recruitment process.
- Customized solutions – We help our clients in suggesting the most tailored solutions that your business needs. Our team collects the requirements of our clients and suggests the most suitable solution that is 100% matching with the requirements.
- Greater cost/quality ratio – The ratio of cost vs quality that our company offers is one of the highest values in the marketplace. Our team maintains a strong focus on quality to achieve the best possible ratio.
- Comprehensiveness – Our services are designed to provide end-to-end HR outsourcing solutions to help our clients from all domains of industries across the globe in annotating images and other forms of data for artificial intelligence projects.
Top Photo Labeling Services Offered by Staff We Hire
We recruit very qualified and experienced data annotation staff to annotate images through different types of photo annotation services such as:
2D Bounding Box Annotation
This is one of the most basic techniques for annotating and labeling photos and images. A two-dimension bounding box is used to identify an object in terms of width and height in an image. The 2D bounding box is used to define a general category of the objects such as cars, men, motorbikes, buses, trees, and others. The data labelers we hire for our clients can offer high-quality 2D bounding box annotation services smoothly.
3D Bounding Box Annotation
A 3D bounding box is also referred to as 3D cuboid annotation, which uses a three-dimensional box (width, height, depth) to annotate the general object with better accuracy in marking edges of an object for effective computer vision. This technique of labeling image is extensively used for applications that provide a deeper understanding of the objects. You can get perfect support for 3D bounding box annotation services by the staff we hire for you.
Semantic Image Segmentation
Semantic image segmentation is detailed-orientation labeling of the pixels on an object to help computers understand the image with deeper features such as colors, contours, and others. The annotation of facial landmarks is an example of semantic segmentation. The staff we hire can annotate images with all predefined tags or segmentations perfectly.
Polygon annotation is a technique to interpret an image with an irregular geometrical shape. In this technique, different peaks or vertexes of an image are marked and plotted into a shape with more accurate understanding. Polygon annotation is extensively used in building datasets for understanding objects like daily use products, building parts, mechanical parts, and the likes. The image and text annotation experts we hire can provide polygon annotation service professionally.
Image Tagging Services
Image tagging services refer to labeling similar items with a name, which is a useful tag for computer vision applications to interpret an object. Multiple items of similar types are tagged as their names in an image or video frame. Image tagging is extensively used in eCommerce, marketing, and advertising applications. The professionals we hire for our clients can provide image tagging services with a high level of accuracy and speed.
The understanding of different landmarks of an object in an image or a video frame by a computer vision application is done through landmark annotation. A feature or landmark of an image is marked with a sequence of points in a specific area to help machines interpret that landmark through specified tags. Facial recognition, healthcare, insurance, automotive, and other industries use landmark annotation extensively. The specialist staff we hire can provide landmark annotation services impeccably.
Image Masking Service
Image masking is a process in which the backdrops or a certain part of an object is either removed or highlighted with the help of a mask or a layer. Different image editing tools use different techniques and terminologies to remove or highlight the area of an image. The image annotation experts we hire for our clients can provide accredited image masking services by using different types of image masking processes perfectly.
Image Data Collection
Image data collection is a process to collect the detailed information of an image in digital form and tagged with a particular label. This process may start from collecting the most suitable image from the real-world environment or from any web sources and annotating all features of the image and tag them to build an accurate and effective dataset for machine learning algorithms. The teams we hire can provide high-quality image data collection services flawlessly.
Annotation of road lines and other linear structures that can be constructed through multiple lines on an image is known as polyline annotation. The linear structures can be interpreted through multiple lines connected with each other. This technique is extensively used in the automobile industry for driverless operations, robotics, and other similar kinds of industries. The image annotation teams we hire for our clients can offer line and polyline annotation services with great quality.
Image categorization is a process of tagging the objects or items in an image to predefined categories of that particular object. The machine learning image classification training sets are extensively used for eCommerce and retail applications in ML/AI projects. The remote staff we recruit for our clients for image annotation and labeling can also offer image categorization services perfectly.
Converting the information written on the images in text, signs, diagrams, and other forms into machine-interpretable digital information and metadata formats with the help of image annotation and labeling is referred to as image transcription. This process is extensively used in healthcare, automatic cars, street signs, application forms, receipts, and others. Image annotation staff we hire for our clients can provide image transcription services professionally.
Main Industries Served by Image Labeler We Hire
We hire a highly qualified image labeler and an annotator that have expertise in serving in a wide range of industries such as:
According to the Facts and Factors Research forecast, the global market size of autonomous driving is projected to reach $64.88 billion by 2026 from just $23.33 billion in 2020 with a whopping growth of over 22.7% CAGR. Autonomous driving is considered the future of the automobile industry. It uses image annotation and labeling extensively for building detailed training datasets for computer-vision models used in this industry. The data and image annotators we recruit can provide perfect service in this industry.
eCommerce and Retail
The retail eCommerce revenue is expected to cross $6.388 trillion by 2024 from just $4.280 trillion in 2020. The use of augmented reality (AR) and virtual reality (VR) is expected to reach $3.2 billion by 2026 with a gigantic growth rate of over 28.4% CAGR during 2021-2026. The increased growth of modern technologies powered by AI/ML models increases the use of data annotation services in this industry. The staff we hire can provide the best services in this sector.
Industrial Automation & Robotics
Industrial automation and robotics have revolutionized the world nowadays due to the increased adoption of modern artificial intelligence models. The detailed interpretation of environments by the robots and other industrial machines has increased due to annotation and labeling services. The experts we hire are highly effective in this industry too.
The most common annotation services required in the healthcare sector include CT scans, X-Rays, PET scans, MRIs, Mammograms, ultrasound, medical prescriptions, and others. The data annotation and image labelers we recruit can provide full support in the healthcare industry.
Information technology uses data annotation and labeling services for the development of a wide range of IT applications used in AR/VR, SaaS technologies, Cybersecurity, internet of things (IoT), remote support, and others. The specialists we hire for our clients can provide full support in the IT industry.
Why Choose Us as a Reliable Image Annotation Outsourcing Partner?
Our company is a highly professional provider of remote recruitment services that are characterized by a wide range of features and business advantages for our clients. Our remote outsourced services allow you to have access to a large pool of specialists, competitive prices, high-quality work, and professional staff attitude. We focus on developing a long-term business relationship with our clients through continual support to offer great value out of our services.
Top Values We Offer to Our Clients
- Cost saving through competitive recruitment charges, staff salaries, and operations cost
- Increased team productivity and effectiveness
- Improved business performance and efficiency
- Enhanced time-to-market and business competitive-edge
- Faster scalability and flexibility to modify requirements quicker
- Filling of skills, talent, and technology gaps effectively
How Does Our Image Annotation Services Work?
Availing our specialized services for image annotation and data labeling is so easy and simple such as:
- Contact us through filling a contact form
- Tell our recruitment specialists about your requirements and desirable expectations from the outsourced virtual staff you want to hire. Our process of consulting, sourcing, recruiting, and onboarding starts.
- We source suitable candidates from multiple sources and shortlist them on your behalf
- Approve the team we hire. Certainly, the final verdict whether to hire or not is yours!
- After your approval, sign a detailed contract entailing terms, tasks, and goals.
- Boost your business with our continual backup support for your new requirements.