Slawomir Telega, PhD – Medium

Slawomir Telega, PhD

Slawomir Telega, PhD

Fast and simple deterministic image super-resolution with OpenCV

Introduction

May 30

Fast and simple deterministic image super-resolution with OpenCV

May 30

Slawomir Telega, PhD

YOLO8 basics: plotting bboxes

Introduction

Apr 11

https://unsplash.com/@alxndr_london

Apr 11

Slawomir Telega, PhD

JSON to YOLO Dataset Converter

Introduction

Mar 11

JSON to YOLO Dataset Converter

Mar 11

Slawomir Telega, PhD

Object Detection in KerasCV from the scratch: Part 1 — Creating TFRecord from JSON annotated images

Introduction

Feb 24

Object Detection in KerasCV from the scratch: Part 1 — Creating TFRecord from JSON annotated images

Feb 24

Slawomir Telega, PhD

Neural Style Transfer in Keras — step by step. Part II — bringin’ it home

Introduction / Recap

Jan 28

Neural Style Transfer in Keras — step by step. Part II — bringin’ it home

Jan 28

Slawomir Telega, PhD

Neural Style Transfer in Keras — step by step. Part I — Loss function for Content and Style

Introduction

Jan 28

Neural Style Transfer in Keras — step by step. Part I — Loss function for Content and Style

Jan 28

Slawomir Telega, PhD

A very gentle introduction to real-life AI: Part II — Even easier custom dataset

In part I of the series I’ve shown an elegant way to generate a dataset using subclassing. It is fine, iy you need a total control over…

Jan 12

Jan 12

Slawomir Telega, PhD

Why Residual Blocks make sense — my (counter)intuitive explanation

Working on a project (SuperResolution using Transfer Learning and Pixel Shuffle — still in statu nascendi) I’ve happened to have a chat…

Jan 11

Why Residual Blocks make sense — my (counter)intuitive explanation

Jan 11

Slawomir Telega, PhD

Automatic differentiation in TensorFlow — a practical example

It might by assumed that practically every Artificial Neural Network (ANN) uses gradient operations in the training process — call it…

Jan 9

Automatic differentiation in TensorFlow — a practical example

Jan 9

Slawomir Telega, PhD

A very gentle introduction to real-life AI: Part I — Simple, custom dataset project

Introduction

Jan 7

Jan 7

Slawomir Telega, PhD

Slawomir Telega, PhD

Code developer since can remember - started in the 80th with ZX Spectrum ;). Also happenes to hold a Ph.D. in Physics :P https://www.linkedin.com/in/s%C5%82awom

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