niazoys/Pixel-wise-histopathological-image-classification

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niazoys/Pixel-wise-histopathological-image-classification

niazoys

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Pixel-wise histopathological image classification with Unet-vgg19 and Unet-resNet34 architectures.

NaiveBayes_and_LinearGaussian_on_MSRC-12_Kinect_Gesture_Data

Predicting the body pose with Naive Bayes Model and Linear Gaussian Model on The Microsoft Research Cambridge-12 Kinect Gesture Dataset.

Jupyter Notebook

Pgm3d-to-Object-Generator

The program takes input pgm3d file then processes the voxel values into bins aka labels. Afterwards, generate the mesh or faces between voxels with different labels and saves as a .obj (Mesh) file.

Dicom-image-viewer

Simple Gui application for viewing dicom image

RLS_PSDF

Repository for the paper "Uncertainty-aware retinal layer segmentation in OCT through probabilistic signed distance functions""

Optical-flow-estimation-and-Image-Information-content-analysis_

Optical flow and Global motion estimation in the image plane with RANSAC.

Discrete-Hopfield-Network-and-the-Cartoon-Gang

Discrete Hopfield Network implementation. Show the workflow of the network with Several cartoon characters as examples.

Jupyter Notebook

Interpreting-and-Comparing-CNN

This repository contains the code for Interpreting and Understanding Convolutional Neural Networks using the human recognize able visual concepts and Integrated Gradients. The research work has been developed in the 2nd phase of the research development project in Image processing and computer vision program.