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Name: Rito
Type: User
Company: First American India
Bio: Artificial Intelligence | Machine Learning | Data Science
Location: Hyderabad
Name: Rito
Type: User
Company: First American India
Bio: Artificial Intelligence | Machine Learning | Data Science
Location: Hyderabad
The aim is to categorize reviews on amazon, given the title and the body of the review using RNN. I will use 100 dimentional Global Vector of 6B size for word embeddings. As a recurrent unit I am going to use LSTM for both Title and Text body
Training a sequence to sequence transformer model to generate automated response for customer queries.
Text Classification Using FastAI V2
Making a custom entity extraction model using spacy 3.5 using both conventional and transformer background. I will also try the spancat pipepline along with the ner.
Performing named entity extraction task using Huggingface Transformers
Custom object detection using YOLO v8 from ultralytics
Segment weapons and non-weapons in an image using YOLO v8
Data Structure with Python
Kaggle 'Dogs vs Cats' image classification problem.
I will perform a text classification tast using various Transformer like BERT, DistilBERT, ElLECTRA models, mostly from Huggingface community
Question Answering with transformer models e.g. GPT
This application is a dedicated to detect human faces and recognize them in a video. It detects any face but the recognizer is trained to recognize only me and my flatmate and it does a pretty good job.
There is a data set containing 100+ labeled types of flowers' images. Given a new image of a flower of one of these categories we need to classify the image.
Training a custom GAN model for image generation.
Analysis of a open source heart disease dataset
Stock price prediction for Intel corporation.
Object detection in an invoice and get entities using deep learning
Finetuning a open source llm (microsoft's phi-2) to perform conversation summarization.
Machine_Translation_Transformers
In this project we are given set of question-answer pairs as input and some distractors( 1-3) are given as target. We have to prepare distractors when such a pair is given to us. I have taken multiple approach including attention based model to address this issue
Using LLMs and Langchain for prompt engg.
Using Retrieval Augmented Generation to capitalize an open-source LLM for domain specific task.
Data and code files for specific Rasa Masterclass episodes
Kaggle Titanic Challenge
Segmentation of weapons and non-weapon tools using deep learning
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.