shivakumar-np Goto Github PK

ag-mlcamp

Machine Learning Bookcamp book and a free course based on the book

align_images

Demo script showing various image alignment methods.

cascadetabnet

This repository contains the code and implementation details of the CascadeTabNet paper "CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents"

cowin-slot-tracker

Tracker to check the covid shot slot availability in India and send mobile alerts via Twilio Messaging Service.

crohme_extractor

CROHME dataset extractor for OFFLINE-text-recognition task.

ctcwordbeamsearch

Connectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.

doc-similarity

Ranking documents using semantic similarity in Python

e-invoicing-using-image-preprocessing-

ecommerce_chatbot-rasa_python

Repo for the e-commerce Chatbot implemented in Rasa and Python, during my 8-month internship at Deutsche Telekom.

emnist_data

faster-r-cnn-on-custom-dataset

Implemented Faster R CNN on Custom Dataset

faster_rcnn_for_open_images_dataset_keras

Faster R-CNN for Open Images Dataset by Keras

finbert

Financial Sentiment Analysis with BERT

graph-convolution-on-structured-documents

This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification

guasap-whatsapp-foresincs-tool

WhatsApp Forensic Tool

handwritten-digits-recognition

A script that trains a model to recognize handwritten digits using the MNIST data set. Then it loads external files and uses the neural network to predict what digits they are.

handwritten-line-text-recognition-using-deep-learning-with-tensorflow

Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

handwritten-word-recognition-ocr----iam-dataset---cnn-and-birnn

handwritten word recognition with IAM dataset using CNN-Bi-LSTM and Bi-GRU implementation.

handwrittendigitsequencerecognition

Recognition of sequences of MNIST digits using sliding windows.

handwrittentextrecognition

heroku-deployment

htrprocessedimages

huggingface_pretrained_finbert

Sentiment analysis using a fine-tuned FinBert model from Hugging Face Transformers

image-classification-mnist-emnist-letters

Use Tensorflow Keras to train a image classification model on both MNIST and EMNIST letters.

invoice-dataset

This repository contains 40 images of invoices in zipped folder, a generate_tf_records.py file, labels_train.csv with column wise annotations and label_map.pbtxt

invoice-dataset-final

invoice-dataset-row

invoice-segmentation

This repository can be referred for performing custom object detection using Tensorflow. Please take note that we used Google Colab for training.

machine_learning

Predictive Machine Learning projects

makesmatheasy

Solves various Math Problems along with Steps