asmitapoddar/uncertainty-estimation-DiabeticRetinopathy

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Python
Created about 6 years ago
Updated over 4 years ago

asmitapoddar/uncertainty-estimation-DiabeticRetinopathy

asmitapoddar

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Estimating uncertainty of neural networks for automated screening of Diabetic Retinopathy using the PyTorch framework. Generated visual explanation of the deep learning system to convey the pixels in the image that influences its decision Integrated Gradient method.

nowplaying-RS-Music-Reco-FM

#nowplaying-RS: Music Recommendation using Factorization Machines

Deep-Learning-DNA-Sequences

Deep learning for identifying important motifs in DNA sequences. Exploration of the structure of the human genome by training neural network architectures (CNN, LSTM, Attention).

question-answering-SQuAD2.0-dcn

Implementation of a Dynamic Coattention Network proposed by Xiong et al.(2017) for Question Answering, learning to find answers spans in a document, given a question, using the Stanford Question Answering Dataset (SQuAD2.0).

Reversible-digtal-watermarking

Coded in C++ using OpenCV to achieve colour space transformation from RGB to YCoCg in order to increase embedding capacity, and then watermark extraction, so that both watermark and cover medium remain unchanged.

kaggle-electricity-prediction-eeml2019

Data Analysis of Electricity Production and Consumption data of Romania over 9 years as a part of the EEML 2019 Data Analysis Challenge for Artificial Intelligence for Social Good

Jupyter Notebook

Time-Series-Analysis

Time Series Analsyis of Wireless Network Parameters using ARIMA model

Festival-Management-System

Festival Management

Clinical-Named-Entity-Recognition-for-EHR

Clinical Named Entity Recognition for EHR

Text-deblurring-using-CNN

Deblurring a text image using Convolutional Neural Networks

BayesSentinel

Creating package for simulation and classification of multi-dimensional spectroscopic data taken from Sentinel-2 satellite covering the area of France

Twitter-Crawling-and-Visualization

Crawler to retrieve and visualize user profiles based on gathered statistics

Time-Based-Activity-Recommender-System

Autoencoder-ATLAS

Autoencoder-ATLAS: codes for implementation of autoencoder-decoder network to compress the data from the ATLAS experiments from 4 to 3 variables, and reconstruct the compressed data.

Jupyter Notebook