ashishrmenon Goto Github PK

ada_test

Test codes

ara-accurate-reliable-and-active-histopathological-image-classification

Accurate, reliable and active (ARA) image classification framework is a new Bayesian Convolutional Neural Network (ARA-CNN) for classifying histopathological images of colorectal cancer

auxillary_scripts

Script that supports the form pertaining to cvit ada account creation

code_snippets

codespaces-blank

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

contrast-based-filtering-for-salient-region-detection

This is an attempt to implement the research paper, Saliency Filters: Contrast Based Filtering for Salient Region Detection

cv-project-2019

Oriented Edge Forests for Boundary Detection

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

gans-objective-implementation-application

This repo aims at understanding GAN, provides a small derivation of Generator and Discriminator and provides some of the outputs of its use cases seen in pathology images and Context encoders (inpainting)

gardner2019

reproduce of paper Deep Parametric Indoor Lighting Estimation

implementations

This Repository Shows some of the Deep-Learning Implementations I implemented using pytorch framework, mostly focusing on GAN's for generation of synthetic data.

interactive-learning-for-assisting-whole-slide-image-annotation

This repo contains the implementation of an active learning strategy explored in the domain of Whole Slide Images. The proposed strategy achieves the state of the art results with limited amount of labelled data (5%). The proposed technique does this in an interactive setting without needing any labelled data upfront. We further show that the proposed technique is also useful in annotating tumorous regions of large sized WSIs with minimum expert involvement.

owod

(CVPR 2021 Oral) Open World Object Detection

paper-s-read

This Repository is intended to give a Summary of the papers that I have read focusing in the area of Medical Image Analysis, Applications of Deep Learning to Medical Images and Computer Vision

pyotorch_prac

Repo containing the basic pytorch implementations

python_practice

Repository of jupyter notebook containing some python codes that I coded for practice purpose

pytorch-practice

This repository contains practice codes in Pytorch

pytorch_prac

Repo containing some basic pytorch implementations

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

test

This is just to test how github works

tutorials

PyTorch tutorials.

video_google

Naiive implementation of Video Google