mahendra047

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

athento-imaging

This module includes some useful operations to improve images of documents for a better Undestanding Documents

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning

bert-chainer

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

CRAFT-pytorch

Pytorch implementation of CRAFT text detector

Image-Forgery-using-Deep-Learning

Image Forgery Detection using Deep Learning, implemented in PyTorch.

pdftabextract

A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

Stock-Price-prediction-using-Recurrent-Neural-Network-LSTM-

In this project, I made an attempt to build a LSTM-RNN model to predict stock prices using keras with tensorflow(backend). The training data comes from historical closing prices of various stock indices and news sentiment score. The accuracy of the stock price prediction is measured by Root Mean Square Error (RMSE). We did some experiments on the network's hyper-parameters such as LSTM cell hidden state size, truncated back propagation length and depth of the network. Last but not the least, we built a website using this prediction model as engine with Flask and python.

mahendra047/Image-Forgery-using-Deep-Learning

Image Forgery Detection using Deep Learning, implemented in PyTorch.

mahendra047/pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

mahendra047/bert-chainer

Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"

mahendra047/compromise

modest natural-language processing in javascript

mahendra047/cord

CORD: A Consolidated Receipt Dataset for Post-OCR Parsing

mahendra047/course-nlp

A Code-First Introduction to NLP course

mahendra047/CRAFT-Reimplementation

CRAFT-Pyotorch：Character Region Awareness for Text Detection Reimplementation for Pytorch

mahendra047/CRAFT-Remade

Implementation of CRAFT Text Detection

mahendra047/crnn-pytorch

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

mahendra047/d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

mahendra047/DBNet.pytorch

A pytorch re-implementation of Real-time Scene Text Detection with Differentiable Binarization

mahendra047/deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

mahendra047/deep_lip_reading

Code and models for evaluating a state-of-the-art lip reading network

mahendra047/deepdetect

Deep Learning API and Server in C++11 support for Caffe, Caffe2, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

mahendra047/deeplearning-models

A collection of various deep learning architectures, models, and tips

mahendra047/fer

Facial Expression Recognition with a deep neural network as a PyPI package

mahendra047/Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

mahendra047/ICDAR-2019-SROIE

ICDAR 2019 Robust Reading Challenge on Scanned Receipts OCR and Information Extraction

mahendra047/Kashgari

Kashgari is a Production-ready NLP Transfer learning framework for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

mahendra047/lip-reading-deeplearning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

mahendra047/lipsync

mahendra047/nlp

:memo: This repository recorded my NLP journey.

mahendra047/nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

mahendra047/nlp_made_easy

Explains nlp building blocks in a simple manner.

mahendra047/PyMuPDF

Python bindings for MuPDF's rendering library.

mahendra047/pytorch-text-recognition

Text recognition combo - CRAFT + CRNN

mahendra047/pytorch-tutorial-1

PyTorch Tutorial for Deep Learning Researchers

mahendra047/Real-time-Text-Detection

PyTorch re-implementation of ''Real-time Scene Text Detection with Differentiable Binarization'' (AAAI 2019)

mahendra047/TextRecognitionDataGenerator

A synthetic data generator for text recognition

mahendra047/TextSnake.pytorch

A PyTorch implementation of ECCV2018 Paper: TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes