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michalstepniewski's Projects

3dunetcnn icon 3dunetcnn

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

medicaldetectiontoolkit icon medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

numpy icon numpy

The fundamental package for scientific computing with Python.

otm-core icon otm-core

OpenTreeMap is a collaborative platform for crowdsourced tree inventory, ecosystem services calculations, urban forestry analysis, and community engagement.

pyggplot icon pyggplot

Pythonic wrapper for R's ggplot using rpy2 and pandas

saleor icon saleor

An e-commerce storefront for Python and Django

symmetry icon symmetry

Line-of-symmetry detector in Python with OpenCV.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tmproteins icon tmproteins

Extracts TM Helices from input PDB File and measures their Tilt

transportr icon transportr

The public transport companion that respects your privacy and your freedom.

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