Moichor

Ensuring highly accurate blood test results for animal diagnostics enhanced with machine learning.

MoichorMoichor
Industry
Healthcare, Biomedics
Location
Canada
Client Since
2020
Team Size
3

Project overview

Moichor is a Canadian animal diagnostics service that provides among other things blood testing enhanced with machine learning.

Representatives of Moichor entrusted SOLVVE to find a solution that would help to provide the most accurate blood test results, which is possible due to the elimination of the subjectivity from manually performed tests.

Execution

SOLVVE used knowledge databases containing a big amount of high-resolution images of cells to help the doctors diagnose the conditions based on the blood tests.

Our experts used the transfer learning technique in conjunction with the fine-tuning of the model’s hyperparameters to train the algorithm to detect specific kinds of blood cells.

Object detection combined with instance segmentation and classification allows this technology to deliver extremely precise results.

Features

  • Resistance to changes in the color map.
  • Data augmentation.
  • Possibility to add new classes as the diagnosіs count grows.
  • Automatic updates of image database.
  • Automatic re-training of the system based on the database updates to boost results accuracy.
Moichor

Project results

  1. A turn-key solution for the company ready to provide services.
  2. The quality of results will become even better over time.
  3. The system is adapting to the new domains of data automatically.

Technologies

AWS S3; SageMaker; Tensorflow 1.x; OpenCV; GPU/TPU

What our great customers say

We prioritize driving our clients' business growth by leveraging technical expertise and business acumen.

“They’re very good at what they do.

The team delivered good results, producing a high-quality platform that is scalable, and they may work on expanding the product to new regions. They are skilled in development but lack good resources in project management.

Chairman,

Gaming Company, Saudi Arabia

“It’s been a great experience for us.

Since engaging with SOLVVE, the client has now streamlined and corrected their processes through a platform that meets their needs. They lead a communicative approach to work closely with the team for constant reports and summaries on the project. The client also praises their competitive pricing.

Executive,

Stone+Lain, Сanada
Delmar

“We’re 100% satisfied with their services.

Since partnering with SOLVVE, network downtime and technical issues have been minimized, much to the delight of internal stakeholders. The team performs well from a project management standpoint.

Avraham Gniwisch,

Healthy Longevity Cafe, Czech Republic

“They really care about making the app better.

SOLVVE successfully delivers all the promised deliverables on time and within the discussed budget. They communicate timelines and costs very clearly via Zoom, ensuring an effective workflow.

Chad Jones,

Firm Foundation Academy, USA
LedPax

“The team is great when it comes to complex development tasks.

SOLVVE’s turnaround times have also been greatly commended. Thanks to their work, the company now has more time to generate business. Their project management has also been excellent, and they provide unique ideas to the firm.

Controller,

Manufacturing Company, New York, USA
Healthy Longevity Cafe

“SOLVVE works quickly and communicates seamlessly with our team.

Thanks to the SOLVVE team, the client can now track and manage customers, inventory, and user data more efficiently. The client appreciated how the vendor provided quick and clear communication and timely fixes.

Executive Assistantto CEO,

Healthy Longevity Cafe, Czech Republic
Tevico

“They delivered on time, assessed needs, and found solutions if none was apparent.

SOLVVE delivered the project on time, meeting the client's expectations. They communicated frequently and promptly via email and virtual meetings, ensuring an effective workflow.

Executive,

Terrae Voluntas, Texas, USA