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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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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.
Image Annotation Techniques
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.
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.
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.
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.
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
Assisting the automobile industry with well-annotated training data so that AI can be quickly deployed in cars for autonomous operations
Medical
Making use of image annotation techniques to enable computer vision in medical imaging for better disease identification, treatment, and prediction.
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
Enabling AI in cameras & sensors to detect risks at workplaces, airports, and industrial sites by embedding computer vision into security and surveillance systems.
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
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.
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.
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.
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.
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.