Pinned Repositories
-Deep-Learning-Insights-into-Ocular-Disease-Identification
Ocular diseases like glaucoma, diabetic retinopathy, and macular degeneration can cause blindness if undetected. This project applies deep learning for automated diagnosis using retinal images. We employ transfer learning with pretrained models (DenseNet, VGG19, Inception, ResNet50, MIRNet) to improve accuracy and efficiency in disease recognition.
-Enhancing-Text-Composition-A-Transformer-Based-Approach-to-Sentence-Auto-Completion
This project enhances text composition using a transformer-based model for sentence auto-completion. Traditional methods struggle with context and semantics. By leveraging transformer architectures like GPT, we predict and generate coherent sentence continuations, helping writers generate text more efficiently and effectively.
Billboard-Top-100-Songs-Analysis-using-Scala-and-Hadoop
BLOCKCHAIN-E-VOTING-SYSTEM
This repository presents developing a Blockchain-based E-Voting System using the SHA-256 encryption algorithm. This provides a resilient and tamper-resistant platform for electronic voting. Our implementation incorporates the SHA-256 algorithm for encryption, ensuring data integrity and confidentiality.
cards-fraud-detection-using-HMM
HMM is a process which trains the Hidden Markov Model using the sequence of transactions of the cardholder. Whenever there is an incoming transaction, if that incoming transaction is not accepted by trained HMM with sufficiently high probability then we consider the transaction to be fraudulent
Chatbot-implementation-using-chainlit
Forgery-Detection-using-Image-Processing-Techniques
This paper presents a method for detecting copy-move forgery using Discrete Cosine Transform (DCT). The proposed approach involves converting the color image into a grayscale format, dividing it into overlapping blocks, and performing feature extraction using DCT on different feature sets.
HODMD
Published a research paper on this.
hop_robot
Voice-Enabled-Home-Automation-System-using-AURDINO
This project presents the implementation of a voice-enabled home automation system utilizing Arduino, a Bluetooth module, and the ESP32-CAM module for security purposes.
hemaradhika-reddy's Repositories
hemaradhika-reddy/HODMD
Published a research paper on this.
hemaradhika-reddy/Voice-Enabled-Home-Automation-System-using-AURDINO
This project presents the implementation of a voice-enabled home automation system utilizing Arduino, a Bluetooth module, and the ESP32-CAM module for security purposes.
hemaradhika-reddy/-Deep-Learning-Insights-into-Ocular-Disease-Identification
Ocular diseases like glaucoma, diabetic retinopathy, and macular degeneration can cause blindness if undetected. This project applies deep learning for automated diagnosis using retinal images. We employ transfer learning with pretrained models (DenseNet, VGG19, Inception, ResNet50, MIRNet) to improve accuracy and efficiency in disease recognition.
hemaradhika-reddy/-Enhancing-Text-Composition-A-Transformer-Based-Approach-to-Sentence-Auto-Completion
This project enhances text composition using a transformer-based model for sentence auto-completion. Traditional methods struggle with context and semantics. By leveraging transformer architectures like GPT, we predict and generate coherent sentence continuations, helping writers generate text more efficiently and effectively.
hemaradhika-reddy/Billboard-Top-100-Songs-Analysis-using-Scala-and-Hadoop
hemaradhika-reddy/BLOCKCHAIN-E-VOTING-SYSTEM
This repository presents developing a Blockchain-based E-Voting System using the SHA-256 encryption algorithm. This provides a resilient and tamper-resistant platform for electronic voting. Our implementation incorporates the SHA-256 algorithm for encryption, ensuring data integrity and confidentiality.
hemaradhika-reddy/cards-fraud-detection-using-HMM
HMM is a process which trains the Hidden Markov Model using the sequence of transactions of the cardholder. Whenever there is an incoming transaction, if that incoming transaction is not accepted by trained HMM with sufficiently high probability then we consider the transaction to be fraudulent
hemaradhika-reddy/Chatbot-implementation-using-chainlit
hemaradhika-reddy/Forgery-Detection-using-Image-Processing-Techniques
This paper presents a method for detecting copy-move forgery using Discrete Cosine Transform (DCT). The proposed approach involves converting the color image into a grayscale format, dividing it into overlapping blocks, and performing feature extraction using DCT on different feature sets.
hemaradhika-reddy/hop_robot
hemaradhika-reddy/Hotel-Reservation-System
The hotel reservation system analysis project in the context of the hospitality where efficient management of reservations is critical to customer satisfaction.By employing data processing , visualization techniques using MySQL, Apache Spark, and Power BI, the project sought to transform raw booking data into actionable intelligence
hemaradhika-reddy/Image-Classification-using-ML-Algorithm.
hemaradhika-reddy/Market-Segmentation-Analysis-with-Machine-Learning
In this project, we apply market segmentation analysis to a fast-food business using Python and well-known machine learning libraries.
hemaradhika-reddy/Natural-Language-Query-Agent
hemaradhika-reddy/NetworkRouting-REpo
This repository hosts a collection of routing packet files for network analysis and simulation, providing valuable data for studying network routing protocols and behaviors.NetworkRoutingData houses a comprehensive dataset of routing packet files, offering researchers and network engineers valuable resources for analyzing and optimizing network .
hemaradhika-reddy/RNA-Folding-using-ILP-Formulation
In recent years, the availability of vast amounts of biological data has entered a new phase in genomic analysis and structure prediction of DNA, RNA, and proteins. As a result, RNAs serve a critical function in regulating a variety of metabolic and signalling processes in cells.
hemaradhika-reddy/Robotics-kinematics
This repo consists some inverse mathematics and implementation of robotics via some base implementations.
hemaradhika-reddy/Translation-look-aside-buffer-