samhashemica Goto Github PK

awesome-capsule-networks

A curated list of awesome resources related to capsule networks

awesome-deep-learning-music

List of articles related to deep learning applied to music

bsc_thesis_skin_lesion_cnn

Skin lesion detection from dermoscopic images using Convolutional Neural Networks

chatdoctor

cifar10-classification

Classification of Cifar-10 dataset with Convolutional Neural Network using Tensorflow

cs-mri-gan

Structure preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks (CVPRW 2020)

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

dcm2niix

dcm2nii DICOM to NIfTI converter: compiled versions available from NITRC

deeplearning-models

A collection of various deep learning architectures, models, and tips

dirnet

Implement the DIRNet for image registration (https://arxiv.org/abs/1704.06065)

dirnet-tensorflow

Tensorflow implementation of DIRNet

enas-pytorch

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"

fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images

get

gmmreg

Implementations of the robust point set registration algorithm described in the paper "Robust Point Set Registration Using Gaussian Mixture Models", Bing Jian and Baba C. Vemuri, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(8), pp. 1633-1645.

hashemi-ai

my personal website

image-registration-cnn

A PyTorch implementation of CNN based MRI image registration based on MICCAI 2018 paper "Linear and Deformable Image Registration with 3D Convolutional Neural Networks"

jupyter

Jupyter metapackage for installation, docs and chat

jupyterlab

JupyterLab computational environment.

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

modern-apis-with-fastapi

Course demos and handouts for our Modern APIs with FastAPI course.

nlsam

The reference implementation for the Non Local Spatial and Angular Matching (NLSAM) denoising algorithm for diffusion MRI

noise2noise

Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

noise2self

A framework for blind denoising with self-supervision.

opencv-traffic-counter

A traffic counter designed using the OpenCV library for Python 3.5. This project was carried out as part of the Government Data Science Accelerator programme

plantvillage-dataset

Dataset of diseased plant leaf images and corresponding labels

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

recursive-cascaded-networks

[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration

siamese-networks-for-one-shot-learning

Implementation of Siamese Neural Networks for One-shot Image Recognition

simple-classifier

Super basic PCA->random forest classifier for a little blog post