From product recommendations to facial recognition and self-driving vehicles, all computer vision models rely on a ground truth of correctly labeled image data to function well. Get that training data for your AI/ML projects with the help of our image annotation company. We couple the contextual understanding of human annotators with the efficiency and scalability of auto-labeling tools to cover sufficient diversity and deliver large-scale training datasets in a short window.
If you want to build AI/ML projects with a short time-to-market, our team can help you in the following ways-
Our team of over 120 annotators can work with the image labeling tool you prefer to annotate 2D and 3D images. We can also adapt to your in-house tool if needed. Additionally, you can get data to us in any format, including JPEG, PNG, BMP, point clouds, 3D meshes, and voxel grids. We will ensure that outputs are generated in the custom formats you prefer.
2D Bounding Box Annotation
Polygon & Polyline Annotation
Keypoint Annotation
Cuboid Annotation
Skeleton Annotation
Semantic Segmentation
Oriented Bounding Boxes Annotation
Instance Segmentation
3D Point Cloud Annotation
Lane Annotation
BitMap Annotation
Training and Fine-Tuning Generative AI ModelsGenerative AI models, such as those used in image synthesis, video generation, chatbots, and virtual assistants, require precise and high-quality training data to perform effectively. We label data for training generative adversarial networks (GANs), create datasets for text-to-image models, and prepare content for other generative tasks.
Ensuring Reliable Content Moderation ProgramsContent moderation programs are essential for maintaining the safety, legality, and appropriateness of user-generated content on platforms such as social media, forums, live streams, and image or video-sharing sites. For this purpose, our image annotation services include labeling offensive content, identifying misinformation, and tagging inappropriate images.
Training Autonomous Driving SystemsAutonomous vehicles require vast amounts of accurately classified images to safely navigate the roads and make decisions while driving. We provide specialized annotations for image elements such as lane markings, road signs, pedestrians, vehicles, and obstacles, as well as 3D image annotation services for better operational precision.
Developing AI for Medical DiagnosisMedical AI applications can assist in diagnostics and treatment planning. We support such AI goals by annotating medical images such as X-rays, MRIs, and CT scans and labeling anatomical structures. At a specialized level, you can request image annotation support from subject matter experts to train a more intricate AI program. For instance, SMEs can help identify abnormalities like tumors, fractures, or lesions in images.
Enhancing Visual Search and Product Recommendations in eCommerce ApplicationsFor retail AI systems, we label product images with attributes such as color, size, style, and category. For instance, a blue denim jacket might be tagged with "blue," "denim," "jacket," "men's fashion," and "casual wear." This helps visual search algorithms identify products more accurately based on user-uploaded images or descriptions and match the search query with the inventory. It also enables recommendation systems to suggest products that align closely with a user's preferences and browsing history.
Improving Security and Authentication Systems Facial recognition systems need accurately labeled images of people, faces, and poses to identify and verify individuals. We annotate images of faces with key attributes such as the position of facial features (eyes, nose, mouth), expressions, body poses, gait patterns, and other unique identifiers. This helps recognition algorithms accurately match individuals to their stored profiles.
Enhancing Performance Analysis in SportsSports analytics applications require annotated data to analyze player performance, strategies, and game dynamics. We label players, movements, and key events in sports footage. This data helps train AI models to provide detailed analysis of player performance and team strategies, allowing coaches and players to analyze player performance, better understand game dynamics, and make data-driven strategies.
With the rising instances of data breaches costing organizations millions on average worldwide, information security is always a concern. So, when you choose to outsource image annotation services, the doubt around "Will my data be safe?" must be at the forefront of your worries.
Data security and compliance are the two biggest strengths that SunTec Data brings to the table. The company is certified with ISO/IEC 27001:2022 for information security management and with ISO 9001:2015 for quality management. From adhering to data compliance regulations such as HIPAA, DORA, GDPR, CCPA, SOX, and PCI to being a CMMI Maturity Level 3 company, all our accreditations and certifications have the same purpose: to prevent unauthorized access to customers' and users' sensitive information.
The upside of this image annotation company is their strategy of labeling. They offer a sample to ensure accurate labels and manage expectations before they start on big batches.
Ability to scale up as well as scale down. The data was in the custom format we requested. Also turned out to be quite a cost-efficient deal. Close collaboration and a clear focus on good quality.
SunTec offered us a sample in advance, so we were able to assess the quality of the annotation based on a small data set before committing to the overall project. Their image annotation services work best for our needs.
Launch high-performing AI models with accurate training datasets. Get started quickly with a sample dataset, speak to our consultants to establish quality expectations, and get results matching your requirements. Outsource image annotation service to our team for a hassle-free experience with assured data security.
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