Data Annotation

Unlock the Power of Your Data with Expert Data Annotation Services

In today’s data-driven world, quality annotated data is the cornerstone of advanced machine learning models. At Bornbix, we provide precise and reliable data annotation services to help you unlock the full potential of your data.

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Our Services

Image Annotation

Image annotation tools are essential for labeling images, combining human expertise with computer-assisted methods. This crucial step in developing computer vision models supports tasks such as image segmentation, object classification, and image detection. Annotations can range from labeling every group of pixels in an image to applying a single label to the entire image.

High-quality annotations are vital for successful machine learning projects involving computer vision. The specific use case of your project will determine the type of annotation required.

Image Annotation Services

BOUNDING BOXES

It is the most common type of image annotation used in computer vision by Labelify experts.

POLYGON
ANNOTATION

Annotating objects with polygons allows for all edges to be marked, regardless of their shape

SEMANTIC SEGMENTATION

Segments images into components and then annotations are made.

IMAGE CLASSIFICATION

Transform image data into image insights that can be used to build AI and ML models.

LIDAR ANNOTATION

Label 360-degree videos and images captured by multi-sensor cameras in order to create accurate, high-quality labels.

3D CUBOID ANNOTATION

Annotators can use cuboids to generate training datasets that teach ML models how to recognize depth of objects.

RAPID ANNOTATION

Image annotation platform uses image interpolation to quickly annotate files such as JPG, PNG and others.

KEYPOINT ANNOTATION

Marking specific points of interest (keypoints) on objects within images, often to capture the shape, posture, or structure of the object.

Audio Annotation

Audio Transcription Services in India specialize in converting sound and speech into text, enabling applications such as chatbots and virtual assistant devices to recognize and process audio inputs using Machine Learning models. These transcription services are crucial for developing sophisticated applications that aim to replicate or enhance human interaction.

Through the meticulous process of transforming audio datasets into text, these services provide the foundational data necessary for training robust Machine Learning models. This transformation allows applications to understand and respond to natural language inputs accurately. The high level of personalization achieved through these services ensures that end-users experience seamless and human-like interactions with chatbots and virtual assistants.

By leveraging advanced Machine Learning techniques, Audio Transcription Services can handle diverse accents, dialects, and languages, ensuring broad applicability and effectiveness across various domains. This capability is vital for industries ranging from customer service to healthcare, where precise and efficient communication is essential. Ultimately, these services enable applications to deliver a user experience that feels as intuitive and natural as conversing with a human.

Audio Annotation Services

Speech Transcription: Converting spoken language into text.
Speaker Identification: Distinguishing between different speakers in an audio clip.
Sound Classification: Categorizing different types of sounds

Text Annotation

Text Annotation Services enable Machine Learning models to comprehend text data through precise text annotation. Common workflows include entity recognition and classification, sentiment analysis, and intent analysis.

Following project guidelines, data is categorized into required classifications such as keywords, sentences, and phrases. Annotated datasets empower machines to communicate in natural language, mimicking human interactio

Text Annotation Services

Named Entity Recognition (NER): Identifying and classifying entities in text.
Sentiment Analysis: Determining the sentiment behind text data.
Text Classification: Assigning predefined categories to text data.
Part-of-Speech Tagging: Identifying parts of speech in text for linguistic analysis.

Video Annotation

Video Annotation Services involve labeling or tagging video clips to train computer vision models for object identification and detection. Unlike image annotation, video annotation requires frame-by-frame labeling to ensure objects are easily identifiable for machine learning models.

Outsourcing high-quality Video Annotation Services generates accurate ground truth data essential for machine learning. Deep learning techniques applied to video annotation are crucial in various industries, including autonomous vehicles and medical AI.

Video Annotation Services

Object Tracking: Tracking objects across video frames.
Activity Recognition: Identifying and labeling actions in videos.
Frame Classification: Categorizing individual frames within a video.

Process Flow

Our subject matter experts will guide you through the process to develop a customized end-to-end workflow.

1. Expert Consultation

Transformative, solution-based approach. Multidisciplinary problem solving. Improved resilience and agility.

2. Training

Targeted resources. Custom skilling. Deep and focused microlearning. Domain expertise. Rostering tools.

3. Workflow Customization

Alignment between processes and tools. Structured Development Milestones. Production and QA annotations can be done in two steps.

4. Feedback Cycle

Analytics can help you achieve transparency Real-time Monitoring and Service Delivery Insights. Edge Case Insights. Dynamic Model Improvement.

5. Evaluation

Evaluation of the deliverable. Evaluation of the most critical metrics and quality assurance procedures. Model reconsideration. Analyse of the business’s performance.

Why Us

Accelerate AI Projects

Quickly develop and improve your AI/ML models to bring your solutions to market faster and gain a competitive advantage.

Make Data Actionable

Rapidly unlock the value of 2-D and 3-D image data from various sources using your preferred tools and methods.

Drive Innovation

Free your data scientists to focus on higher value work by leaving the complex data preparation and annotations to us.

Improve Data Quality

Move your complex LiDAR, orthomosaic, point cloud, and photogrammetry image data over the quality finish line.

Scale Your Operations

From proof of concept to production, tap our proven people, processes, and technology to ramp up to your full potential.

Harness Our Expertise

Our industry training and experience annotating all forms of aerial, UAV, and geospatial images mean you get expert, quality labeling.