Pinned Repositories
MIA_ISVC
A method to segment overlapping nanoparticles using concave points
MIA_TIP
A radial symmetry based method for segmentation of overlapping objects
3D-ESPNet
Efficient Segmentation for Volumetric Data
3D-Patch-Based-Keras-Unet
A modular, 3D unet built in keras for 3D medical image segmentation. Also includes useful classes for extracting and training on 3D patches for data augmentation or memory efficiency.
3D-ResNet-Builder-for-Keras
A module for creating 3D ResNets with different depths and additional features.
3D-Unet--Tensorflow
3D Unet for Isointense Infant Brain Image Segmentation
BDRAR
Code for the ECCV 2018 paper "Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection"
covid19.MIScnn
Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data
data-science-interview-questions-and-answers
Data science interview questions with answers. Not ideally (yet)
Fast-Shadow-Detection
Fast Shadow Detection from a Single Image Using a Patched CNN
saharzafari's Repositories
saharzafari/torchio
Medical image preprocessing and augmentation toolkit for deep learning. Part of the PyTorch Ecosystem.
saharzafari/tensorflow
An Open Source Machine Learning Framework for Everyone
saharzafari/MIScnn
A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
saharzafari/covid19.MIScnn
Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data
saharzafari/RegRCNN
This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MIC-DKFZ/medicaldetectiontoolkit with regression capabilites.
saharzafari/TensorFlow2.0_ResNet
A ResNet(ResNet18, ResNet34, ResNet50, ResNet101, ResNet152) implementation using TensorFlow-2.0.
saharzafari/3D-ResNet-Builder-for-Keras
A module for creating 3D ResNets with different depths and additional features.
saharzafari/Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
saharzafari/3D-Patch-Based-Keras-Unet
A modular, 3D unet built in keras for 3D medical image segmentation. Also includes useful classes for extracting and training on 3D patches for data augmentation or memory efficiency.
saharzafari/data-science-interview-questions-and-answers
Data science interview questions with answers. Not ideally (yet)
saharzafari/WatchCBB
saharzafari/NLP-workshop
saharzafari/UNet-family
Paper and implementation of UNet-related model.
saharzafari/Retail-Analytics
saharzafari/3D-Unet--Tensorflow
3D Unet for Isointense Infant Brain Image Segmentation
saharzafari/Fast-Shadow-Detection
Fast Shadow Detection from a Single Image Using a Patched CNN
saharzafari/saliency
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
saharzafari/mtcnn
MTCNN face detection implementation for TensorFlow, as a PIP package.
saharzafari/jupyter-tips-and-tricks
Using Project Jupyter for data science.
saharzafari/UltrasondConfienceMap
orienting to ultrasound image, model ultrasound image quality and decrease detected false positive disease candidate in shadow area
saharzafari/machine-learning-systems-design
A booklet on machine learning systems design with exercises
saharzafari/keras-resnet3d
Implementations of ResNets for volumetric data, including a vanilla resnet in 3D.
saharzafari/patch_extractor
Patch Extraction from volume of medical images (MRI,PET,CT) with available Region of Interest (ROI)
saharzafari/X-ray-images-classification-with-Keras-TensorFlow
ConvNet (CNN) implementation to classify x-ray medical images
saharzafari/gitignore
A collection of useful .gitignore templates
saharzafari/MIA_ISVC
A method to segment overlapping nanoparticles using concave points
saharzafari/MIA_TIP
A radial symmetry based method for segmentation of overlapping objects
saharzafari/MIA_BB
A method to segment overlapping nanoparticles using branch and bound algorithm
saharzafari/Multiclass-Semantic-Segmentation-CamVid
Tensorflow 2 implementation of complete pipeline for multiclass image semantic segmentation using UNet, SegNet and FCN32 architectures on Cambridge-driving Labeled Video Database (CamVid) dataset.
saharzafari/3D-ESPNet
Efficient Segmentation for Volumetric Data