Roba Gamal's starred repositories
YUSEG-Yolo-and-Unet-is-all-you-need-for-cell-instance-segmentation
https://neurips22-cellseg.grand-challenge.org/
3d-multi-resolution-rcnn
Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."
instance_segmentation_with_pixel_embeddings
Instance segmentation via deep pixel embedding
Tools-to-Design-or-Visualize-Architecture-of-Neural-Network
Tools to Design or Visualize Architecture of Neural Network
distributed-gpu-convolution
This repository contains a framework with a GPU implementation of generalized convolution operators. The framework is designed for large image data sets and can run in a distributed system.
generative_brain_controlnet
Repository to train ControlNet on Brain data (UK BIOBANK) using MONAI Generative Models
Awesome-Diffusion-Models-in-Medical-Imaging
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
pytorch-fid
Compute FID scores with PyTorch.
RGB-to-IR-Translation-with-GAN
Translational GAN model
ThermalGAN
Multimodal Color-to-Thermal Image Translation
CSE-545-S21
ASU CSE 545 Spring 2021
POS-Tagger-using-HMM
This is a basis implementation of POS Tagger i.e. Parts of Speech Tagger using the Viterbi example in python. Viterbi algorithm internally follows Hidden Markov Model (HMM). It is explained with comments and examples.
ngram-language-model
Python implementation of an N-gram language model with Laplace smoothing and sentence generation.
Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
FSMS-Surrogate
Semi-supervised few-shot learning for medical image segmentation
SegGradCAM
SEG-GRAD-CAM: Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping
SEG-GRAD-CAM
pytorch implementation of SEG-GRAD-CAM,which based on grad-cam
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.