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Nuwan Vithanage's Projects

hsn_v1 icon hsn_v1

HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images (ICCV 2019)

iaml2017 icon iaml2017

Introductory Applied Machine Learning (INFR09029)

image-alignment-using-cnn icon image-alignment-using-cnn

Image alignment using CNN. Used autoencoder architecture, spatial transformer network, Deformation vector field estimation and Fully convolutional Neural Netowork

intro2pythontuebingen2022 icon intro2pythontuebingen2022

Materials for the Workshop, "Introduction to Data Analysis in Python", offered in Tübingen from Nov 2022 - Jan 2023.

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Intro to Machine Learning course from FAST.AI --- Adapted to run on Google Colab

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[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

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Keras implementations of Generative Adversarial Networks.

leetcode-hackerrank-solutions-and-more icon leetcode-hackerrank-solutions-and-more

A portfolio of my LeetCode Solutions. Also includes solutions from other sites such as HackerRank. The notebooks will contain all iterations of my solutions. Intends to show my coding progress over time.

linear-algebra-with-python-1 icon linear-algebra-with-python-1

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistan

mask_rcnn icon mask_rcnn

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

metastyle icon metastyle

MetaStyle: Three-Way Trade-Off Among Speed, Flexibility, and Quality in Neural Style Transfer

mindboggle icon mindboggle

Automated anatomical brain label/shape analysis software (+ website)

ml-lessons icon ml-lessons

Intro to deep learning for medical imaging lesson, by MD.ai

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