Muhammad Asad's repositories
FastGeodis
Fast Implementation of Generalised Geodesic Distance Transform for CPU (OpenMP) and GPU (CUDA)
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)
PyTorchHaarFeatures
Efficient implementation of Haar-Like features for 2d and 3d inputs in PyTorch (supports both GPU/CPU)
masadcv.github.io
Personal academic/research website
MONAILabel
MONAI Label (Development in Progress)
numpymaxflow
Numpy-based implementation of Max-flow/Min-cut (graphcut) for 2D/3D data
SettingUpUbuntu
Collection of initial setup steps
SimplestDeepLearningRegressor
Simplest training flow for deep learning regression models with PyTorch
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
how-to
List of how-to tutorials, mostly for Debian/Ubuntu/Linux related stuff.
pytorch-cifar
95.47% on CIFAR10 with PyTorch
PyTorchSparseModules
Collection of learnable sparse modules for pytorch models
torch-extension-builder
Docker images and github actions for building packages containing PyTorch C++/CUDA extensions.
torchgaussianfilter
Efficient Gaussian Filtering using PyTorch
VSCodeForResearchCode
VSCode setup for research related coding tasks