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Codersarts
Nov 22, 20245 min read
Hands-On Help for GeoServer Assignments: WMS, WFS, and WCS Explained
GeoServer is an open-source server that facilitates the sharing, processing, and editing of geospatial data. It supports various...
240
Codersarts
Nov 14, 20247 min read
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic Segmentation
Dear Researcher, Welcome to our AI & ML Research Paper Code Implementation blog series. In this series, we will discuss the exploration...
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Codersarts
Sep 27, 20245 min read
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 18, 20245 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,...
280
Codersarts
Sep 5, 20242 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...
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Codersarts
Sep 5, 20245 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 22, 20242 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...
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Codersarts
Aug 21, 20244 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...
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Codersarts
Apr 6, 20242 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...
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Codersarts
Apr 6, 20244 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...
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Codersarts
Jan 8, 20244 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...
420
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...
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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,...
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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...
190
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....
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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...
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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...
330
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...
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