Medical Industry

Complex medical annotations for computer vision models

We offer a large pool of certified medical specialists for performing medical annotations with highest accuracy possible.

OUR MEDICAL ANNOTATION SERVICES

AI for medical diagnosis is a vital and impactful field for computer vision researchers. This technology promises to diagnose illness and help physicians to treat patients. In order to achieve its potential AI for medicine models must be trained with pixel perfect image annotation. Keymakr is helping to support this revolution by providing this high quality data and affordable image annotation to researchers. Our annotation expertise ensures that your project stays on track.

Advanced in-house annotation tools quickly produce and validate large custom datasets.

Wide selection of certified medical professionals who perform the annotation.

Cutting edge computer vision projects require error free annotation. Our images feature segmentation techniques that add granular detail to medical annotations.

Surgical AI projects often require video data. Our innovative project management features remove the burden of video data from busy researchers.

Medical Imagery on demand.

QUALITY ASSURANCE

Creating the right medical datasets for medical AI model training requires attention to detail and a commitment to quality. Medical images are extremely sensitive and must be handled accordingly. Keymakr follows best practices for all data collection. And our annotations are carried out and supervised by subject experts in each instance. Our rigorous quality control processes are designed so that our medical annotations meet the high standards our clients demand.

Internal quality control process is an important part of each project.

Multiple specialists cross-check each other's annotations. Senior specialists double-check results.

Our annotation platform allows for responsive troubleshooting and an annotation process that quickly adapts to changing development needs and specifications.

Senior specialists are double-checking the results of the work.

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COMMON ANNOTATION TYPES IN MEDICAL INDUSTRY

BOUNDING BOX ANNOTATION

POLYGON ANNOTATION

SEMANTIC SEGMENTATION

BOUNDING BOX ANNOTATION

Keymakr’s advanced video annotation tools and our professional in-house annotation team ensure the best results for your computer vision training data needs.

Annotating videos while tracking objects through multiple frames. Each object on the video will be recognized and tracked even through different cameras or separate video segments.

POLYGON ANNOTATION

Keymakr’s advanced video annotation tools and our professional in-house annotation team ensure the best results for your computer vision training data needs.

Annotating videos while tracking objects through multiple frames. Each object on the video will be recognized and tracked even through different cameras or separate video segments.

SEMANTIC SEGMENTATION

Keymakr’s advanced video annotation tools and our professional in-house annotation team ensure the best results for your computer vision training data needs.

Annotating videos while tracking objects through multiple frames. Each object on the video will be recognized and tracked even through different cameras or separate video segments.

AT KEYMAKR WE UNDERSTAND THAT EVERY PROJECT IS DIFFERENT AND REQUIRES SPECIFIC EXPERTISE

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MULTIPLE LEVELS OF MEDICAL IMAGE ANNOTATION
EXPERTISE

Certified medical professionals

Medical students

Professional Annotators trained to perform medical annotations

OUR ANNOTATION TEAM

ANNOTATION BY CERTIFIED SPECIALISTS

We can supply medical image annotation from any certified specialist that is available at a hospital facility, with various levels of experience.
Annotations can be performed by certified pathologists with 5+ or even 10+ years of experience.

Additional services: medical data classification, healthcare data validation, preparation of datasets for medical diagnosis.

Annotations are performed by medical students, under the supervision of an experienced doctor/ pathologist.

Let’s Annotate!

ENVIRONMENT PERCEPTION

Training data for their machine vision AI

One of the biggest challenges for medical companies is finding training data for their computer vision AI. Sourcing quality X-ray, CT and MRI data can be difficult.

We build custom medical imaging datasets by sourcing images from dozens of partners both local and overseas.