This deep learning model(CNN) uses Transfer learning by Feature Extraction and Fine Tuning in order to make multiclass-classification between COVID-19, Pneumonia and Healthy images.
-
Updated
Feb 8, 2023 - Jupyter Notebook
This deep learning model(CNN) uses Transfer learning by Feature Extraction and Fine Tuning in order to make multiclass-classification between COVID-19, Pneumonia and Healthy images.
A transformer-based NLP approach for embedding mental health posts from cancer patients and their caregivers
Mind-X is my intelligent alter ego that understands me the best. It assists with and resolves my bothersome tasks, growing in real-time as a next-generation PersonAI system.
(F)unctional (E)mbedding of (T)erms (I)n a (S)patial (H)ierarchy -- as a Rust crate!
A simple program that can perform social network analysis tasks on graph data.
FastAPI service to generate text embeddings. Currently supports instructor models and has GPU support.
RAG-Assistant powered by Cohere-AI and Embed-v3 to faciliate scientific Research
We propose a novel method of fine-tuning the model for a particular downstream task, which proves to be more efficient and generalizable. We show that in an example of a fake news detection task, utilizing three distinct datasets and outperforming the baseline model in both the same dataset and cross-dataset zero-shot test.
IntelliSearch is an advanced retrieval-based question-answering and recommendation system that leverages embeddings and a large language model (LLM) to provide accurate and relevant information to users.
A Dockerized Streamlit app leveraging a RAG LLM with FAISS to offer answers from uploaded markdown files, deployed on GCP Cloud.
a Q&A tool for Wikipedia context-informed GPT chat
A tool for identifying related text in large chunk of text
natural language model
rate customer reviews
⚡ Scalable recommendation serving and vector similarity search
Generating faces with GANs and analyzing embedding space distribution for different classes as a Bachelor's Thesis at BUT FIT.
NLP LSTM model to predict python codes (Text prediction) (Tokenized special characters)
This repository provides a streamlit application that enables a user to upload a screenshot which will than be queried against a database of PDF documents. Both the image structure as well as the (possibly) included text are used to find matching documents for a self defined set.
Documaster API is DocumentGPT. Ask questions / get summaries of pdf documents. Powered by OpenAI.
Add a description, image, and links to the embedding-vectors topic page so that developers can more easily learn about it.
To associate your repository with the embedding-vectors topic, visit your repo's landing page and select "manage topics."