A Label-Efficient Framework for Automated Sinonasal CT Segmentation in Image-Guided Surgery

Implementation of many Arabic NLP and CV projects. Providing real time experience using many interfaces like web, command line and notebooks.

Medical SAM 2: Segment Medical Images As Video Via Segment Anything Model 2

Building a demo for video and image tracking

EasyPortrait - Face Parsing and Portrait Segmentation Dataset

Softmax for Arbitrary Label Trees (SALT) is a framework for training segmentation networks using conditional probabilities to model hierarchical relationships in the data.

A resource for learning about Machine learning & Deep Learning

A simple segmentation tool

setting up DVC (Data Version Control)

Implementations of ML and DL Optimizers

The matplotlib Animation Extension

Lung segmentation for chest X-Ray images

[CVPR 2024] Real-Time Open-Vocabulary Object Detection

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

This is a 3D Slicer extension for segmentation and spatial reconstruction of infiltrated, collapsed, and emphysematous areas in lung CT.

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

Rocket Django - Free Starter styled with Tailwind/Flowbite | AppSeed

All the available resources to master MLOPS from scratch

System design patterns for machine learning

Machine Learning System Design

Machine Learning and Computer Vision Engineer - Technical Interview Questions

【MedIA2023】Extend the InDuDoNet with Knowledge-Driven Prior-Net

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

A wrapper for the XCAT program written in python for easier usage

Radiotherapy Dose Tools

Develop dose prediction models for knowledge-based planning in radiotherapy