Miroslav Kabát
Computer Vision & AI Development
Building computing apps for image segmentation and
numerical simulations in .NET and Python.
Image Classification playground
Train your model and find best hyperparameters.
My own demo project with super fast transfer learning on GPU allows train classification model within minutes.
Boids algorithm
Weekend project of separation, alignment and cohesion
Creation of artificial life represented by simple math rules in langrangian field drawn in HTML canvas.
NACA Airfoil Generator
From idea to black numbers in one man project.
Autodesk Inventor addin for generating NACA Airfoil in single click for wind turbine blades, wings, ruddlers and others.
Kits19 Challenge
Demonstration of symmetric Unet.
2019 Kidney Tumor Segmentation Challenge solved by 2D convolutional neural network as python opensource project.
Semantic & Instance Segmentation
Build, train and implement numerical models.
Semantic and Instance segmentation for diabetic retinopathy pathologies and defects for start up company.