Image Annotation for Computer Vision

Using image annotation to train, validate, and test machine learning algorithms with well-processed training data to embed AI-enabled vision into computers

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image annotation for computer vision

Image Annotation Techniques

Better annotations and labels mean better machine-learning models, i.e., well-functional computer vision. Cogito can provide you with computer vision training data by using various image annotation techniques to enable AI in machines.

2D Bounding Boxes

2D Bounding Boxes

The use of 2D bounding boxes facilitates the calculation of attributes for computer vision-based models and facilitates the recognition of surroundings in real-world situations.

3D Cuboid Annotation

Using Cuboids annotation, machines can determine the depth of objects such as vehicles, people, buildings, and other objects. by converting 2D camera data into a 3D simulated environment.

3D Cuboid Annotation
Key Point Annotation

Key Point Annotation

Known also as dot annotation, Key Point annotation recognizes facial gestures, human poses, expressions, emotions, body language, and sentiments through the connection of multiple dots.

Lines & Splines

A lines & splines annotation technique is a method of delineating certain parts of images with lines. This image annotation method is often used for recognizing boundaries in various fields.

Lines & Splines
Text Annotation

Text Annotation

As part of text annotations, appropriate tags, such as names, sentiments, and intentions, are added to a text in accordance with various criteria based on the business or industrial use of the text.

Polygons Annotation

Images of irregular dimensions, i.e., uneven lengths & breaths, are annotated using polygon annotation techniques, such as traffic and aerial images, which require precise annotations.

Polygons Annotation
Semantic Segmentation

Semantic Segmentation

In semantic segmentation, all categories and classes are located in an image dataset. This technique allows different objects in images to be recognized, understood, and differentiated at a pixel level.

3D Point Cloud Annotation

3D point cloud annotation technology finds, detects, and classifies objects more accurately and visualizes their dimensions to provide more detailed object classification.

3D Point Cloud Annotation

Industries We Serve

With Cogito’s market reputation as a leading image annotation company, industries can benefit from high-quality computer vision training data that can assist them in automating manufacturing, production, and other operations.

Self-driving Vehicles

Self-driving Vehicles

Assisting the automobile industry with well-annotated training data so that AI can be quickly deployed in cars for autonomous operations

Medical

Medical

Making use of image annotation techniques to enable computer vision in medical imaging for better disease identification, treatment, and prediction.

Retail

Retail

Computer vision training to help retailers determine purchase patterns, product placement, store layout, and staffing in-store in a more informed manner.

Security & Surveillance

Security & Surveillance

Enabling AI in cameras & sensors to detect risks at workplaces, airports, and industrial sites by embedding computer vision into security and surveillance systems.

Insurance

Insurance

To maximize AI’s capabilities for risk assessment, fraud detection, and reducing human error, training data must be prepared for AI to be incorporated in insurance processes.

Agritech

Agritech

Helping agriculture with computer vision training data to identify product defects, sort produce, manage livestock, capture soil quality, apply fertilizer, and adjust genetic conditions.

Outsource To Us

With us as your preferred partner for image annotation outsourcing, you will receive high-quality image annotations tailored to your industry use cases.

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Quality on a Promise

Our team is committed to delivering high-quality image annotations. Our training data is therefore tailored for the applications of our clients.

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Uncompromised Data Security

Data security and confidentiality are of utmost importance to us. At all points in the annotation process, our team ensures that no data breaches occur.

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Scalable with Quick Turnaround Time

We at Cogito claim to have the necessary resources and infrastructure to provide image annotation services on any scale while promising quality and timeliness.

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Flexible Pricing

Besides offering flexible pricing, we can tailor our services to suit your budget and training data requirements with our pay-as-you-go pricing model.

Get Us On Board

Let us contribute the best of our data annotation expertise to your computer vision-based models and AI algorithms.

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