You can rely on FineALGs to solve any algorithmic challenge in the field of Computer vision, Machine learning, Image and Signal Processing. Whether you are a startup seeking to tackle an advanced research problem or a well-established company looking for immediate assistance in implementing existing algorithms on new devices, we are here to help.
Our team can handle every phase of development, from preliminary research and brainstorming, through research and implementation, to deployment and fine tuning.
Benefits of working
with us
No commitment. Cancel anytime
Outstaffing starting from ¼ time job
Reduce development costs by using senior researchers only when necessary and delegating simpler tasks to our software developers
Save time on recruiting with fast matching with expert from Israel with the required skills
Take control of your project with detailed roadmaps, mini-milestones, and constant communication with our team
We provide Computer Vision research and Proof of Concept, reaching SOTA results for multiple applications, applying the newest Deep Learning methods, or, classical Computer Vision, as required
Computer Vision
Algorithm Implementation & Optimization
Implementation / Optimization of algorithms (Signal / Image Processing) for edge devices, GPUs, or any other specific hardware requirements.
Experienced in inference from medical data, extracting the most out of the signals that you measure
Machine learning
Development of software that runs on your embedded platform, and optimizing algorithms for it
Embedded development
In order to achieve technological excellence for your product, we conduct state-of-the-art research in computer vision, machine learning, deep learning, and efficient computing
Research
Case studies
Our clients have benefited from our value creation, problem-solving, and innovation efforts
Case study #1
The outcome
Real time performance with accuracy better than best available commercial solution at the time for this specific scenario
The challenge
Small, predefined, target detection under haze and low light conditions, and, limited hardware
Our approach
Training a dedicated network for a larger pattern, Using data augmentation to simulate difficult sight conditions, hence localizing the search for the smaller target. Then using several simple algorithms and voting for finiding the small target, and using tracking for supporting high frame rat
Algorithmic research
Startup
Eye tracking
POC
Case study #2
The outcome
Novel medical experiments made by our client with hundreds of patients
The challenge
Taking a multi language, singnal processing, novel algorithm Proof Of Concept, making it run on Android, and integrating with clients app
Our approach
Using our internal utils for translation from Python to C++, we managed to translate the algorithm in a short time, then, cross compiling all the third party libraries and deploying as a native shared library
POC
Algorithms implementation
Startup
Algorithmic research
Case study #3
The outcome
A new generation of our Customers product that uses our intfrastructure for lowering development and deployment costs
The challenge
Redesign of a distributed pipeline of video processing
Our approach
Implementating an infrastructure tailored for the customers use case, that can run both locally and in distributed set up, such that its transparent to the developers of the product which set up they are using
We help our clients identify innovative ideas that have the greatest chance of success, translate these ideas into PoC, create the solution vision, and create an implementation roadmap
process
Concept development and preliminary research
Turn unmet needs and initial concepts into an actionable game plan
POC Creation
Identify the minimum viable solution, demonstrate feasibility, and save time and money
Implementation
Develop a robust production-quality solution that works
Support following delivery
Feel free to delegate any additional development tasks from your backlog to get your product to the next level
I have worked with Shmuel as the CEO of Mind’sEye Diagnostics. We used his software and algorithm services for developing an ADHD diagnosis platform. Shmuel has made a great contribution to our project, solving complicated problems with creativity and out-of-the-box thinking and always provided the work on time as promised. I strongly recommend using Shmuel’s services and am convinced that anyone who works with him will benefit from him more than expected. I wish him good luck!
CEO of Mind'sEye Diagnostics
Bentzi Treger
I had the pleasure of working with Shmuel at Tiktalk Ltd. As the companies’ CTO I faced some extreme technological challenges. Shmuel demonstrated again and again out of the box thinking and offered innovative and creative fully functional solutions. As an exceptional Algorithm and R&D team member, Shmuel earns my highest recommendation
CEO of Mind'sEye Diagnostics
Anton Bar
Right from the beginning, we learned that Shmuel is a gifted mathematician, super talented developer, a dedicated and energetic team member. Shmuel’s contribution to HumanEyes was vital for the company’s success. Highly recommended!
VP Market Data at Freightos
Ilya Kottel
Shmuel is very bright and professional, I believe that the combination of these skills will make him a great asset to any organization. On top of it all, Shmuel has a cheerful personality and it was a pleasure to have him around. I will be glad to work with him again in the future