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100-days-of-nlp

apprisal-management-system

deep-learning

diabetic-retinopathy

Diabetic Retinopathy(DR) is a leading cause of blindness, It's caused by damage to the blood vessels of the light-sensitive tissue at the back of the eye (retina). a model is developed using the pretrained 'Efficinet-b3' architecture. A custom Neural network present on the top of efficinet model will help in using both the image of eye taken during the examination so that the accuracy improves. Various image data generation techniques are used in order to cope with the class imbalance problem.

emotion-recognition-in-conversations

This repo contains my work on emotion recognition and classification in a conversation using multimodal Deeplearning.

eyetracking-to-find-the-areaofinterest

This project is about trasking the user eye movement and finding the particular Area of Interest from the whole screen. Its application starts from using it give more personalised advertisements based on which region our eye is looking upon, It can be used to detect our concentration level by monitoring our eye movement etc

home-automation-using-esp8266-and-alexa

Alexa triggers the Nodemcu through http protocol which in turn triggers the Ir transmitter to send specific signals to control all the Ir appliances in the room. nodered platform has been established which runs on ec2 instance(AWS) which gives stastistical data on units of current consumed etc. Provision is made to control your appliance through internet from anywhere in the world

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

mastering_ros

This repository contains exercise files of the book "Mastering ROS for Robotics Programming"

meld

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

open-cv

This repository has bunch of open-cv files which comes in handy while writing a program

sudoko-solver

This is an open-cv code which uses a Convolution Neural Network to classify digits from 0 to 9, using keras for training of the model. It was written from scratch, and is available under the name "myModel". This code takes an unsolved sudoku image as input, processes the image detect the numbers, solves the sudoko puzzle and shows us output at each stages.

textdetection-using-cnn-from-scratch

The code detects text by creating a Convolution Neural Network to Classify digits from 0 to 9. The Training code is written from scratch and it trains about 10000 images of 10 different classes . Testing script can deduce the trained model data to use along with a webcam to detect Digits from 0 to 9.

webtechnology_assignment1

This repo contains the Assignment 1 for the web technologies course work