Segmenting the Cup and Disc in Retinal Fundus Images | Research Paper Implementation
In this blog, we delve into the implementation of a research paper focused on segmenting the cup and disc in retinal fundus images. Using...
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Codersarts
Sep 185 min read
Real-Time Flood Prediction Map Using Deep Learning Models
Natural disasters like floods pose severe threats to communities, economies, and the environment. Early flood prediction can save lives,...
150
Codersarts
Sep 52 min read
Autism Detection Using Eye-Tracking: Machine Learning Project
Project Overview Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition characterized by challenges in social...
150
Codersarts
Sep 55 min read
Classification of ECG | Research Paper Implementation
Welcome to the first episode of Codersarts Research Lab: AI & ML! In this blog, we dive into the implementation of an ECG medical...
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Pushkar Nandgaonkar
Aug 222 min read
Multi-Target Domain Adaptation with Collaborative Consistency Learning
Abstract In the field of image classification, maintaining accuracy across different domains or environments poses a significant...
20
Codersarts
Aug 214 min read
Fine-Tuning a Pre-Trained Model for Research Paper Title Generation
Project Overview The goal of this project is to build a pipeline that extracts titles and abstracts from research papers, formats the...
140
Codersarts
Apr 62 min read
Semantic Segmentation with Unsupervised Domain Adaptation Under Varying Weather Conditions for Autonomous Vehicles
Abstract Semantic information provides a valuable source for scene understanding around autonomous vehicles in order to plan their...
130
Codersarts
Apr 64 min read
Multi-Target Domain Adaptation with Collaborative Consistency Learning
Abstract Recently unsupervised domain adaptation for the semantic segmentation task has become more and more popular due to high-cost of...
420
Codersarts
Jan 84 min read
Coding Assistance for PhD Work in Data Science, ML, and AI
Embarking on a Ph.D. journey in the realms of Data Science, Machine Learning (ML), and Artificial Intelligence (AI) requires not only...
290
faizan
Sep 18, 20201 min read
Classification:Basic Concepts,Decision Trees, and Model Evaluation.
Classification, which is the task of assigning objects to one of several predefined categories, is a pervasive problem that encompasses...
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faizan
Sep 12, 20201 min read
Research Paper Implementation : Recent Advances in Convolutional Neural Networks
ABSTRACT Abstract In the last few years, deep learning has led to very good performance on a variety of problems, such as visual...
510
faizan
Sep 11, 20201 min read
Research Paper Implementation : Research Paper Recommender System Evaluation Using Coverage
ABSTRACT Recommendation systems(RS)support users and developers of various computer and software systems to overcome information...
200
faizan
Sep 11, 20201 min read
Research Paper Implementation : New Thinking on, and with, Data Visualization.
ABSTRACT As the complexity and volume of datasets have increased along with the capabilities of modular, open-source, easy-to-implement,...
340
faizan
Sep 11, 20202 min read
Research Paper Implementation : Machine Translation for Academic Purposes.
ABSTRACT Due to the globalization trend and knowledge boost in the second millennium, multi-lingual translation has become a noteworthy...
180
faizan
Sep 11, 20201 min read
Research Paper Implementation : Autoencoders, Unsupervised Learning, and Deep Architectures.
ABSTRACT Autoencoders play a fundamental role in unsupervised learning and in deep architectures for transfer learning and other tasks....
540
faizan
Sep 11, 20202 min read
Research Paper Implementation : Sequence to Sequence Learning with Neural Networks.
ABSTRACT Deep Neural Networks (DNNs) are powerful models that have achieved excellent performance on difficult learning tasks. Although...
210
faizan
Sep 9, 20201 min read
Research Paper Implementation : Transfer Learning with Deep Convolutional Neural Network.
ABSTRACT Tremendous progress has been made in object recognition with deep convolutional neural networks (CNNs), thanks to the...
270
faizan
Sep 9, 20201 min read
A ML Solution for Combatting COVID-19 in Smart Cities from Multiple Dimensions.
ABSTRACT The spread of COVID-19 across the world continues as efforts are being made from multi-dimension to curtail its spread and...
130
faizan
Sep 9, 20201 min read
Research Paper Implementation : A Review on Support Vector Machine for Data Classification.
ABSTRACT With increasing amounts of data being generated by businesses and researchers there is a need for fast, accurate and robust...
320
faizan
Sep 9, 20201 min read
Research Paper Implementation : A Survey on Deep Learning: Algorithms, Techniques, and Applications
ABSTRACT The field of machine learning is witnessing its golden era as deep learning slowly becomes the leader in this domain. Deep...
230
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