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Jakub Krakowski 's Projects

augmentor icon augmentor

Image augmentation library in Python for machine learning.

awesome-nlp-polish icon awesome-nlp-polish

A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.

collatz icon collatz

Collatz sequences visualization in Mathematica 10.1+

datasciencecourse icon datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

dejavu icon dejavu

Audio fingerprinting and recognition in Python

fashion-mnist icon fashion-mnist

4 different image classification ConvNets models for Fashion-MNIST dataset

isic2018 icon isic2018

Lesion attributes segmentation for melanoma detection with multi-task U-Net

keras-unet icon keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

knowledge_graph icon knowledge_graph

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

learningfromaudio icon learningfromaudio

Understand of the fundamentals of digital signal processing for Machine Learning/Deep Learning applications.

lesion-gan icon lesion-gan

Code for "Towards Interpretable Skin Lesion Classification with Deep Learning Models"

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