Smitha-anil

ADMM-DIPTV

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)

AlgorithmsForMassiveData

Colab notebooks from Algorithms for Massive Data course at University of Milan

AMDprogressCNN

Late AMD progression classification using fundus images and genotypes

asl-tgv

Total generalised variation denoising for arterial spin labelling MRI data

Augmentor

Image augmentation library in Python for machine learning.

AutoMetric

draw ROC,PR curve and calculate AUC MAP IoU for image semantic segmentation problem

awesome-gan-for-medical-imaging

Awesome GAN for Medical Imaging

Binary_classification

Binary classification of csv file using machine learning and deep learning models

MIPRO_2020

fluid segmentation in OCT images

Retinal-OCT-Images

Retinal OCT Images (optical coherence tomography)

Smitha-anil/Binary_classification

Binary classification of csv file using machine learning and deep learning models

Smitha-anil/ADMM-DIPTV

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)

Smitha-anil/Augmentor

Image augmentation library in Python for machine learning.

Smitha-anil/BCDU-Net

BCDU-Net : Medical Image Segmentation

Smitha-anil/blockmatching

Block Matching algorithm to identify moviment in sequence images

Smitha-anil/BOE2020-OCTA-vessel-segmentation

This repo contains an implementation of the methods described in 'Deep iteratitive vessel segmentation in OCT angiography'

Smitha-anil/CCPi-Regularisation-Toolkit

The set of CPU/GPU optimised regularisation modules for iterative image reconstruction and other image processing tasks

Smitha-anil/DeepSeeNet

:eyes: DeepSeeNet is a deep learning framework for classifying patient-based age-related macular degeneration severity in retinal color fundus photographs.

Smitha-anil/dip_vbtv

Smitha-anil/drusen_seg

The drusen segmentation model for early AMD.

Smitha-anil/DrusenSegmentation-ModifiedChen

Smitha-anil/EyeQ_Enhancement

Code of 'Modeling and Enhancing Low-quality Retinal Fundus Images'

Smitha-anil/Low-light-Image-Enhancement

Python implementation of two low-light image enhancement techniques via illumination map estimation

Smitha-anil/Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Smitha-anil/machine_learning_basics

Plain python implementations of basic machine learning algorithms

Smitha-anil/mural-image-inpainting

Mural image inpainting, Mural damage repair, Line drawing guided image inpainting

Smitha-anil/njhigham-bib

BibTeX bibliography for papers, books, EPrints, articles, etc. of Nicholas J. Higham.

Smitha-anil/Non-Local-Means

Python implementation of the Non Local Means algorithm for image denoising.

Smitha-anil/Non-local_pytorch

Implementation of Non-local Block.

Smitha-anil/oct_preprocess

OCT preprocessing: Fully Convolutional Boundary Regression for Retina OCT Segmentation

Smitha-anil/ocular-disease-intelligent-recognition-deep-learning

ODIR-2019. Ocular Disease Intelligent Recognition Through Deep Learning Architectures

Smitha-anil/one-model-to-reconstruct-them-all

Code for our Paper "One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN"

Smitha-anil/PEIPNet

[MDPI Sensors] Official PyTorch Implementation of "PEIPNet: Parametric Efficient Image-Inpainting Network with Depthwise and Pointwise Convolution"

Smitha-anil/Python-Deep-Learning-for-Beginners-

Code Repository for Python Deep Learning for Beginners, published by Packt

Smitha-anil/python_ML_Demos

Some programs that helped me to learn the concepts of machine learning using python

Smitha-anil/retinex

A python implementation of MSRCR algorithm for enhancing low-light images.

Smitha-anil/Retinex-Image-Enhancement

Practical Implementation of Single Scale Retinex and Multiscale Retinex Algorithm in Python 3

Smitha-anil/RetinexDIP

The pytorch implementation of RetinexDIP, a unified zero-reference deep framework for low-light enhancement.

Smitha-anil/RetinexNet

A Tensorflow implementation of RetinexNet

Smitha-anil/segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.