Muhammad Asad

FastGeodis. Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)

OpenCVKinect. Provides method to access Kinect Color and Depth Stream in OpenCV Mat format.

ECONet-MONAILabel. Official Implementation of ECONet: Efficient Convolutional Online Likelihood Network for Interactive Segmentation

torchmaxflow. PyTorch-based implementation of Max-flow/Min-cut (graphcut) for 2D/3D data

MONet-MONAILabel. Official PyTorch implementation for "Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation" (MONet)

PROPEL. Official PyTorch implementation for "PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks"

OpenCVParticleFilter. Particle Filter Framework Implementation using OpenCV C++

KDEMaltab. Kernel Density Estimation code - Matlab R2014b Windows

PyTorchHaarFeatures. Efficient implementation of Haar-Like features for 2d and 3d inputs in PyTorch (supports both GPU/CPU)

ConditionalRandomForestFace. Conditional Random Forest for Facial Feature Regression - CVPR 2012

DepthFromStereo. Depth map extraction from Stereo Matching in OpenCV

numpymaxflow. Numpy-based implementation of Max-flow/Min-cut (graphcut) for 2D/3D data

SimplestDeepLearningRegressor. Simplest training flow for deep learning regression models with PyTorch

OpenCVGMM. Implementation of Gaussian Mixture Model using Expectation Maximization in OpenCV

SettingUpUbuntu. Collection of initial setup steps

MONAI-Diffusion. Python

crf-example. Python

MONAIMemoryEfficientSwish. Testing the memory consumption of memory efficient swish implementation in MONAI's Efficientnets

masadcv.github.io. Personal academic/research website

SingleLayerPerceptron. Implementation of a very basic Single Layer Perceptron in Matlab

ParticleFilterMatlab. Particle Filtering Example for Matlab