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
- 6 days ago
- 5 min
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...
40
Pushkar Nandgaonkar
- Aug 22
- 2 min
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 21
- 4 min
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...
100
Codersarts
- Apr 6
- 2 min
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...
120
Codersarts
- Apr 6
- 4 min
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 8
- 4 min
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...
220
faizan
- Sep 18, 2020
- 1 min
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...
1050
faizan
- Sep 12, 2020
- 1 min
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...
490
faizan
- Sep 11, 2020
- 1 min
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, 2020
- 1 min
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, 2020
- 2 min
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...
150
faizan
- Sep 11, 2020
- 1 min
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, 2020
- 2 min
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...
200
faizan
- Sep 9, 2020
- 1 min
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...
260
faizan
- Sep 9, 2020
- 1 min
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, 2020
- 1 min
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, 2020
- 1 min
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
faizan
- Sep 9, 2020
- 1 min
Research Paper Implementation : Twitter Sentiment Analysis.
ABSTRACT With the evolving behaviour of different types of social networking sites like Instagram, twitter, snap chat etc , the data...
220
faizan
- Sep 9, 2020
- 1 min
Research Paper Implementation : A Universal Part-of-Speech Tagset.
ABSTRACT To facilitate future research in unsupervised induction of syntactic structure and to standardise best-practices, we propose a...
340
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