Swayam Mittal's repositories
Social-Distance-Algorithm
Deeplearning based Social Distancing Detection using camera
tf2.0_abstractive_summarisation
tensorflow2 implementation of se2seq with attention for context generation
sequence_tagging-ner
Sequence Tagging Model using LSTM + CRF in Tensorflow for NER Multi-Task Learning
Automatic-Number-Plate-Recognition
Training and Inference script to automatically recognise number plates of Indian vehicles
bert_sim_train
Knowledge Discovery using deep learning
Face-Recognition-and-Counting
Face Recognised security system
MLOps-Assignment
UpGrad Task
awesome-neural-models-for-semantic-match
A curated list of papers dedicated to neural text (semantic) matching.
awesome-papers
Papers & presentation materials from Hugging Face's internal science day
bert-vocab-builder
Builds wordpiece(subword) vocabulary compatible for Google Research's BERT
bert_experimental
code and supplementary materials for a series of Medium articles about the BERT model
chars2vec
Character-based word embeddings model based on RNN for handling real world texts
END-Program
Modern NLP Technique
ERA-V1
Hands-on Tutorials
Hindi-NER
Name Entity Recognition Tool for Hindi Language. A project on NLP which recognizes custom weather entity
Multi-AI-Agent-Systems-with-crewAI
Automate complex business workflows with our Multi-AI-Agent Systems using crewAI. This framework leverages autonomous, role-specific AI agents to collaboratively perform multi-step tasks, enhancing efficiency and accuracy across various domains. Ideal for applications in resume tailoring, website design, research, customer support, and more.
MultiLabel-TextClassification
Identifying tags for the paper abstracts
Natural-Language-Processing-Specialization
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
NaturalLanguageRecommendations
Getting recommendations from natural language
NER-RE
A Named Entity Recognition + Entity Linker + Relation Extraction Pipeline built using spacy v3.0. Given a text, the pipeline will extract entities from the text as trained and will disambiguate the entities to its normalized form through an Entity Linker connected to a Knowledge Base and will assign a relation between the entities, if any.
Online-Speech-Recognition
Working online speech recognition based on RNN Transducer. ( Trained model release soon ... )
pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, speaker embedding
Python-docx-Reading-paragraphs-tables-and-images-in-document-order-
The Python docx package cannot read paragraphs, tables and images in document order. It can only render all the paragraphs at once or all tables at once or all images at once. Here, I provide a way in which paragraphs, tables and images present in a docx file can be read in document order into a dataframe in python.
pytorchTutorial
PyTorch Tutorials from my YouTube channel
research-library
🎓A set of research papers across a wide range of Conferences, Journals and Workshops in the Data Mining, Information Retrieval, Semantic Web, Machine Learning and AI topics
rnnt-speech-recognition
End-to-end speech recognition using RNN Transducers in Tensorflow 2.0