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May 21, 2022

Tensorflow Similarity Model (Part 2) — Finding similar items on Fashion MNIST

This is the second part of the Tensorflow Similarity Model series. The first part is available at the following link: Tensorflow Similarity Model (Part 1) — what is it and how is it different from a normal… Recently, Tensorflow team published an article about Similarity Model, which has a potential for wide practicalities…ata-tech.medium.com The second part focuses on a practical experiment of using Tensorflow Similarity Search in which the search is performed on Fashion MNIST dataset. The project will train on the train…

TensorFlow

4 min read

Tensorflow Similarity Model — Finding similar items on Fashion MNIST (Part 2)
Tensorflow Similarity Model — Finding similar items on Fashion MNIST (Part 2)
TensorFlow

4 min read


Oct 9, 2021

Tensorflow Similarity Model (Part 1) — what is it and how is it different from a normal classifier?

Recently, Tensorflow team published an article about Similarity Model, which has a potential for wide practicalities. Therefore, I decided to take a deeper look into the library and its concept. This post keeps track of the findings and key takeaways I found interesting from the current version of the library. Where can Similarity Model be useful? …

TensorFlow

4 min read

Tensorflow Similarity Model (Part 1) —  what is it and how is it different from a normal classifier?
Tensorflow Similarity Model (Part 1) —  what is it and how is it different from a normal classifier?
TensorFlow

4 min read


Aug 15, 2021

Running K-Nearest Neighbors on Tensorflow Lite

Recently, I have started working more towards running Machine Learning (ML) models on edge devices. Tensorflow Lite is a great library for running Deep Learning (DL) models cross platform. However, for classical ML models, I found it was a little difficult to find a solution for it at first. After…

TensorFlow

3 min read

Running K-Nearest Neighbors on Tensorflow Lite
Running K-Nearest Neighbors on Tensorflow Lite
TensorFlow

3 min read


Jul 5, 2021

Day in life of an IT engineer in a Silicon Valley startup company

Coming back home after working in the Bay Area for a couple of years, I received a lot of questions about how does a day in life of an IT engineer look like in Silicon Valley. Therefore, I’m taking this opportunity to reflect on my daily activities when I was…

Bay Area

4 min read

Day in life of an IT engineer in a Silicon Valley startup company
Day in life of an IT engineer in a Silicon Valley startup company
Bay Area

4 min read


Jul 5, 2021

How I got a job in the Bay Area from Finland

Lately, I have been asked about how I got my job in the Bay Area after studying in Finland, and I figured the most convenient way to share my answer is to write a story about it :). I’m sure there are many different ways that can help you get…

Finland

4 min read

How I got a job in the Bay Area from Finland
How I got a job in the Bay Area from Finland
Finland

4 min read


Jul 4, 2021

Lessons that I learnt after opening a business in Finland

According for Forbes, Finland has been one of the most startup friendly countries in the world. However, starting a business has never been easy and straight forward, especially when it’s your first business. It took me quite a bit of learning and time in order to set up my business…

Finland

6 min read

Lessons that I learnt after opening a business in Finland
Lessons that I learnt after opening a business in Finland
Finland

6 min read

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