Ritaprava95

Automated_Customer_Response_Transformer

Training a sequence to sequence transformer model to generate automated response for customer queries.

Corona_Text_Classification_FastaiV2

Text Classification Using FastAI V2

Custom_Entity_Extraction_Spacy3.5

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.

Custom_Entity_Extraction_Transformers

Performing named entity extraction task using Huggingface Transformers

Custom_Object_Detection_YOLOv8

Custom object detection using YOLO v8 from ultralytics

Custom_Object_Segmentaion_YOLOv8

Segment weapons and non-weapons in an image using YOLO v8

Extractive_Question_Answering_Transformers

Question Answering with transformer models e.g. GPT

Generative_Adversarial_Network_FastAIv2

Training a custom GAN model for image generation.

LLM_Finetuning_for_specialized_task

Finetuning a open source llm (microsoft's phi-2) to perform conversation summarization.

RAG_For_Domain_Specific_LLM_Utilization

Using Retrieval Augmented Generation to capitalize an open-source LLM for domain specific task.

Ritaprava95/Custom_Object_Detection_YOLOv8

Custom object detection using YOLO v8 from ultralytics

Ritaprava95/Custom_Entity_Extraction_Spacy3.5

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.

Ritaprava95/Corona_Text_Classification_FastaiV2

Text Classification Using FastAI V2

Ritaprava95/Custom_Object_Segmentaion_YOLOv8

Segment weapons and non-weapons in an image using YOLO v8

Ritaprava95/Custom_Entity_Extraction_Transformers

Performing named entity extraction task using Huggingface Transformers

Ritaprava95/Extractive_Question_Answering_Transformers

Question Answering with transformer models e.g. GPT

Ritaprava95/Generative_Adversarial_Network_FastAIv2

Training a custom GAN model for image generation.

Ritaprava95/LLM_Finetuning_for_specialized_task

Finetuning a open source llm (microsoft's phi-2) to perform conversation summarization.

Ritaprava95/RAG_For_Domain_Specific_LLM_Utilization

Using Retrieval Augmented Generation to capitalize an open-source LLM for domain specific task.

Ritaprava95/Yoga_Pose_Image_Classification_FastAI_V2

This repo is to demonstrate how to perform an image classificatiuon task in FastAI V2

Ritaprava95/AmazonReview

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

Ritaprava95/Automated_Customer_Response_Transformer

Training a sequence to sequence transformer model to generate automated response for customer queries.

Ritaprava95/DataStructures

Data Structure with Python

Ritaprava95/Dog_vs_Cats

Kaggle 'Dogs vs Cats' image classification problem.

Ritaprava95/Email_Classification_Transformers

I will perform a text classification tast using various Transformer like BERT, DistilBERT, ElLECTRA models, mostly from Huggingface community

Ritaprava95/FaceRecognition

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.

Ritaprava95/flask2app

Ritaprava95/GardenNerd

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.

Ritaprava95/Heart_Disease_UCI

Analysis of a open source heart disease dataset

Ritaprava95/Housing_Price

Ritaprava95/IntelStockPricePrediction

Stock price prediction for Intel corporation.

Ritaprava95/Invoice_Processing

Object detection in an invoice and get entities using deep learning

Ritaprava95/Machine_Translation_Transformers

Machine_Translation_Transformers

Ritaprava95/MCQ_Distractors

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

Ritaprava95/Prompt_Engineering_with_LLM_and_Langchain

Using LLMs and Langchain for prompt engg.

Ritaprava95/rasa-masterclass

Data and code files for specific Rasa Masterclass episodes

Ritaprava95/Sentiment_Analysyis_Twitter

Ritaprava95/Support_Machine

Ritaprava95/Weapon_Segmentaion

Segmentation of weapons and non-weapon tools using deep learning

Ritaprava95/Weatherbot_Tutorial