simon-bertrand / kerpy

A Python library to generate 2D-kernels for convolutions, mathematical morphology and more

Simon Bertrand

a French engineer, currently Ph.D student with a passion for mathematics and computer science.

Research Engineer in Signals, AI and Computer Vision. Backend developper

Software Engineering (Web, Application) and Data Science (ML, DL, CV) with Python, Rust, C#, SQL and ReactJS.

📫 [email protected]

🌎 simon-bertrand.github.io

🐦 twitter.com/SiMB_dev

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I write all kinds of software, from human interfaces to server programs and also web development. I have a preference for tensors programmation (AI) which merge maths and computer science. I wrote few PyTorch modules that are publicly shared.
A non-exhaustive list :

Fast Cross-MI Function (CMIF)	Repository
Fast Normalized Cross-Correlation	Repository
Histogram of Oriented Gradients	Repository
Mutual Information	Repository
Phase Congruency	Repository
Hilbert Transformations	Repository

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💻 My favorite tools and technologies

Languages, frameworks

Python

Rust

Matlab

React

Next.js

TypeScript

C++

C#

HTML5

CSS

Tailwind

Linear algebra, data science, statistics, AI, DL, CV.

Numpy

PyTorch

Tensorflow

Scikit-learn

Jax

Scipy

Statsmodels

OpenCV

Grafana

System administration, DevOps.

Docker

Github

GCP

Git

Fedora

Traefik

Portainer

Nginx

Cockpit

Bind9

Other tools

VSCode

PostgreSQL

Node.js

Prisma

GEE

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