Welcome to Natural Vision

Natural Vision
  • Unique AI solutions

  • Forecasting

  • Computer Vision

  • Natural Language

  • since 2014

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What we offer

We lead, guide, or assist you through every step of your AI project

Through many years of experience working with clients across various industries, we have learned what the ingredients for a successful project are. We want to use this experience for you and turn your data-driven project into a great success.

Our services include:

  • Consulting through every phase of your data-driven project; we discuss and examine your needs and ideas in order to achieve a mutual understanding of potentials and risks, allowing us to produce realistic and solid project planning, and work together on achieving your goals, in time and on budget.
  • Workshops to get your team up to speed with the latest engineering best practices around data science, machine learning, and the Python ecosystem. When working on a project together with your team, we like to work closely, in order to maximize knowledge transfer.
  • Turn-key solutions where we act as your AI department; you tell us what you need and we work on every aspect of the solution, while keeping you in the loop throughout the process.

We have a strong background and a track record of successful projects in:

  • data-driven business intelligence; explainable sales and demand forecasting
  • computer vision for object recognition, tracking, and automation
  • natural language processing to extract valuable knowledge from documents
  • turn-key solutions that use AI to accelerate operations, optimize business goals, save money
  • AI engineering best practices that we advocate and help establish in your teams
  • tailored applications that use state-of-the-art AI to deliver a unique experience to your customers or workforce, and that can integrate seamlessly into existing infrastructure


Machine Learning and Data Science

  • Computer Vision
  • Convolutional Neural Networks
  • Deep Learning
  • Image Recognition
  • Medical Imaging
  • Natural Language Processing
  • Predictive Analytics
  • Sensor Data
  • Signal Processing
  • Time Series Analysis
  • Transformers
  • NumPy
  • OpenCV
  • Pandas
  • PyTorch
  • Scikit-learn
  • TensorFlow

Software Development

  • Agile Development
  • Automated Testing
  • Debugging
  • Full-stack
  • Pair Programming
  • Team Lead / CTO
  • Amazon Device Farm
  • C
  • C++
  • Emacs
  • Git
  • JavaScript
  • Pytest
  • Python
  • SQL

Systems and Deployment

  • Cloud
  • GPU
  • Hardware
  • IoT
  • Microcontrollers
  • WebRTC
  • Amazon Web Services (AWS)
  • Azure
  • Dask
  • Docker
  • Google Cloud Platform (GCP)
  • Linux
  • PostgreSQL
  • Spark

We've got you covered

Services for every phase of your AI project

Use Case Discovery

Let's understand your needs and ideas, and discover how to best make use of our AI technology for maximum benefit

Proof of Concept

In an initial phase, we'll apply our technology to your real data to allow you to quickly assess the potentials of working with us


We seamlessly integrate our products into your environment, taking into consideration data security, performance, and robustness


Our systems are easy to maintain; yet you may choose to let us take care of system availability and continuous updates

Our Work

A selection of projects that we've worked on

Using deep learning to listen for whales

We worked with researchers from Oregon State University on improving software algorithms for detection and classification of marine mammals in underwater recordings. Our solution is not only more accurate than conventional methods used, it's also much faster, processing years of audio recordings in a matter of hours.
→ read more here and here

State of the art medical image analysis

In collaboration with our medical technology clients, we implemented a number of deep learning-based medical image analysis applications for ultrasound and MRI.

For one client, we deployed ultrasound intelligence that was so far only available on high-end devices, to consumer smartphones, while achieving greater accuracy and real-time interaction.

Image recognition in millions of photos

We helped Jetpac, a company that used artificial intelligence to build city guides, implement a deep learning-based computer vision system that finds dogs among other curious things inside millions of Instagram photos. Jetpac used information extracted from images to automatically categorize locations.

Jetpac has since been acquired by Google.

AI for low-power IoT devices

Together with Lōtik, we created an intelligent low-power wireless sensor that clamps onto pipes and uses on-device signal processing and neural networks to detect water flow and leaks.

Species identification through photos

Together with the Museum für Naturkunde in Berlin, we've developed between 2013 and 2014 an app that can automatically identify hundreds of animal and plant species based on photos.

A feature in ARTE's FutureMag demos one version of this app in French.

Natural Vision showed me how to quickly apply their technology to a whole bunch of image-recognition problems we had at Jetpac, and produce much better results than our conventional methods.
Pete Warden, CTO of JetPac Inc

Our Clients and Partners

Our Team

Daniel Nouri

ML Scientist and Programmer


Stefan H. Holek

Machine Learning Engineer


Ricardo Mendes

AI Product Manager


I must say, I am impressed by your Species Identification AI
Wolfgang Thomas, nature enthusiast, in 2013

Contact us

E-mail us now:



Natural Vision UG
Manfred-von-Richthofen-Straße 4
12101 Berlin, Germany

VAT identification number:


Commercial register:

Amtsgericht Charlottenburg (Berlin)
HRB 156761
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