Pinned Repositories
-Emojifier
Thisproject aims at developing a model which inputs a sentence and finds the most appropriate emoji to be used with this sentence to make the text messages more expressive.It uses the LSTM layers to learn the long range dependencies in the text.
BERT-Sentiment-FlightReview
Fine-tuning a BERT-based model for sentiment analysis of airline tweets. This project classifies textual feedback into positive, negative, or neutral categories, demonstrating the effective application of transformer models to analyze and gain insights from real-world airline service feedback.
CricketShotClassification
Collaborative project by Ritik Bompilwar and Pratheesh. This repository focuses on classifying cricket shots using advanced machine learning techniques. Equal contributions were made in developing and optimizing the model to enhance accuracy and performance.
Document-based-Question-Answering-System
This project demonstrates a Retrieval-Augmented Generation (RAG) system for question answering. It integrates OpenAI’s GPT-4 model with FAISS for vector similarity search, enabling the system to provide accurate and contextually relevant answers based on a given document or dataset.
getdns
A modern asynchronous DNS API https://getdnsapi.net/
Neural-machine-translation
neural machine translation using attention mechanism which translates eng sentences into its corresponding hindi translations
Object-detection-Bounding-box-regression-
ShakespeareGen
Explore AI-powered text generation with a character-level transformer model that mimics Shakespeare’s style.
SketchGAN-Sketch-to-Image-Generation-and-Criminal-Identification
Sketch-to-Image Criminal Identification System using a pix2pix GAN trained on the CUHK dataset to generate realistic images from sketches. A classifier is then trained on mugshot data to identify individuals based on generated images, enhancing forensic sketch recognition with deep learning for accurate identification.
Transformer
Transformer-based Neural Machine Translation model for English to Italian, built with PyTorch and Hugging Face’s transformers. This project includes full training and inference capabilities, and is designed to demonstrate the implementation of the architecture as described in the ‘Attention is All You Need’ paper.
pratheeshkumar99's Repositories
pratheeshkumar99/CricketShotClassification
Collaborative project by Ritik Bompilwar and Pratheesh. This repository focuses on classifying cricket shots using advanced machine learning techniques. Equal contributions were made in developing and optimizing the model to enhance accuracy and performance.
pratheeshkumar99/Neural-machine-translation
neural machine translation using attention mechanism which translates eng sentences into its corresponding hindi translations
pratheeshkumar99/Object-detection-Bounding-box-regression-
pratheeshkumar99/-Emojifier
Thisproject aims at developing a model which inputs a sentence and finds the most appropriate emoji to be used with this sentence to make the text messages more expressive.It uses the LSTM layers to learn the long range dependencies in the text.
pratheeshkumar99/BERT-Sentiment-FlightReview
Fine-tuning a BERT-based model for sentiment analysis of airline tweets. This project classifies textual feedback into positive, negative, or neutral categories, demonstrating the effective application of transformer models to analyze and gain insights from real-world airline service feedback.
pratheeshkumar99/Document-based-Question-Answering-System
This project demonstrates a Retrieval-Augmented Generation (RAG) system for question answering. It integrates OpenAI’s GPT-4 model with FAISS for vector similarity search, enabling the system to provide accurate and contextually relevant answers based on a given document or dataset.
pratheeshkumar99/getdns
A modern asynchronous DNS API https://getdnsapi.net/
pratheeshkumar99/PcapPlusPlus
PcapPlusPlus is a multiplatform C++ library for capturing, parsing and crafting of network packets. It is designed to be efficient, powerful and easy to use. It provides C++ wrappers for the most popular packet processing engines such as libpcap, WinPcap, DPDK and PF_RING.
pratheeshkumar99/ShakespeareGen
Explore AI-powered text generation with a character-level transformer model that mimics Shakespeare’s style.
pratheeshkumar99/Transformer
Transformer-based Neural Machine Translation model for English to Italian, built with PyTorch and Hugging Face’s transformers. This project includes full training and inference capabilities, and is designed to demonstrate the implementation of the architecture as described in the ‘Attention is All You Need’ paper.