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David Rajnoch
David Rajnoch

159 Followers

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Published in We’ve moved to freeCodeCamp.org/news

·Oct 26, 2017

Why most startups should outsource their Machine Learning work.

People say that machine learning is going to change the way the internet works. It will make businesses smarter, more effective, and more informed. There will be higher click-through-rates, better content and product recommendation, and better customer segmentation. The reality in 2017 is that there is a lack of programmers…

Machine Learning

7 min read

Why most startups should outsource their Machine Learning work.
Why most startups should outsource their Machine Learning work.
Machine Learning

7 min read


Published in iOS App Development

·Sep 26, 2017

Future of Core ML model training

All about Core ML models in production — Core ML is new machine learning framework from Apple. It brings machine learning models to Apple devices and makes it easy for developers to take an advantage of ML. We can use a dozen of models prepared by Apple or convert the open-sourced model from popular ML frameworks like Keras…

Machine Learning

5 min read

Future of Core ML model training
Future of Core ML model training
Machine Learning

5 min read


Published in Vize — custom image recognition blog

·Sep 4, 2017

August Product Development Wrap-up

New homepage, millions of classifications and powerful backend features almost ready for beta access. — August was connected with scaling. We are fascinated with how many calls we received and how AWS helped us to scale. We also finished a new homepage. Architecture redesign with Kubernetes As a small startup we started lightweight and now we are getting to the point when scaling is the most painful and joyful…

Releases

2 min read

August Product Development Wrap-up
August Product Development Wrap-up
Releases

2 min read


Published in Vize — custom image recognition blog

·Aug 2, 2017

July Product Development Wrap-up

Backend updates, increasing number of calls and image upload via URL — It has been a busy month in our Prague office. Two new team members joined us and we are at full throttle to get rid of the BETA label. We experienced a couple of service outages connected to scaling and increasing number of API calls. Send image as URL This month we added a…

Machine Learning

2 min read

July Product Development Wrap-up
July Product Development Wrap-up
Machine Learning

2 min read


Published in Vize — custom image recognition blog

·Aug 1, 2017

How to define an image recognition task?

Tips for developers building image recognition solution with small dataset Machine learning is still young but it becomes highly available to developers. Apple Vision SDK, Google Tensorflow or Vize image classifier make it easy to train custom recognition models. While running a vision platform I get many questions and we…

Machine Learning

3 min read

How to define an image recognition task?
How to define an image recognition task?
Machine Learning

3 min read


Published in Towards Data Science

·Jul 23, 2017

How does machine learning work? Like a brain!

Human analogy to describe machine learning in image classification — I could point to dozens of articles about machine learning and convolutional neural networks. Every article describes different details. Sometimes too many details are mentioned and so I decided to write my own post using the parallel of machine learning and the human brain. I will not touch any mathematics…

Deep Learning

4 min read

How does machine learning work? Like a brain!
How does machine learning work? Like a brain!
Deep Learning

4 min read


Published in Towards Data Science

·Jul 8, 2017

How to train custom image classifier in 5 minutes

Recognize images using Vize Classifier API — Today I will show how to set and test custom image classification engine using Vize.ai — Custom image classification API. We will prepare dataset, upload images, train classifier and test our classifier in the web interface. We need no coding experience unless we want to build API in our project…

Machine Learning

4 min read

How to train custom image classifier in 5 minutes
How to train custom image classifier in 5 minutes
Machine Learning

4 min read


Published in Vize — custom image recognition blog

·Jun 27, 2017

Add computer vision features to e-commerce app

How to plan computer vision features and choose the right provider — Earlier, I wrote a post about the difference between general and custom computer vision platforms. Today I would like to focus on real world use-case. Lets dive into image recognition features planning. Imaginary use-case We are running a small business to sell colourful socks. We want to add a “Socks Matching Engine”…

Machine Learning

4 min read

Add computer vision features to e-commerce app
Add computer vision features to e-commerce app
Machine Learning

4 min read


Published in Vize — custom image recognition blog

·Jun 26, 2017

Introducing Preview — easiest way to test and share your task

New Preview feature in Vize app, no code required. — No more testing using Postman or python script. We want our vision service to be easy to use. With new Vize Preview feature you can test your custom models on different devices. No code required! Simply share and present your model to colleagues and coworkers. We made it easy to test and share your API. Just click on Preview button after your task is trained and upload image. You can access Preview on both mobile and desktop device. Take a picture on your phone, Drag and drop on desktop.

Computer Vision

1 min read

Introducing Preview — easiest way to test and share your task
Introducing Preview — easiest way to test and share your task
Computer Vision

1 min read


Published in Vize — custom image recognition blog

·Jun 20, 2017

Vision AI is breaking into new industries

New opportunities in food industry automation and science — Automotive, electronic manufacturing, mechanical engineering are always searching for a way to automate repeating tasks. In this post, I want to mention three segments where current progress in AI enabled new forms of automation. Why is machine learning good for industries? Because not every part of the process is precise…

Industry 4 0

4 min read

Vision AI is breaking into new industries
Vision AI is breaking into new industries
Industry 4 0

4 min read

David Rajnoch

David Rajnoch

159 Followers

Co-founder in Vize.ai. Publishing about machine learning.

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