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japeshmethuku's Projects

3dclassroomosg.js icon 3dclassroomosg.js

A classroom scene created in osg.js with some experimentation with materials and lighting. (Open in edge)

awesome-fer icon awesome-fer

Top conferences & Journals focused on Facial expression recognition (FER)/ Facial action unit (FAU) 😠😣😨😀🙁😯😑

cnn-from-scratch icon cnn-from-scratch

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

create-face-data-from-images icon create-face-data-from-images

This project involves using OpenCV's trained Face Detection Neural Network to detect faces in various images and extract them either as separate images or create boxes around faces.

deep-learning-book icon deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

distracted-driver-detection icon distracted-driver-detection

Ontario Tech U Capstone 2019/20 - Image classification algorithm using State Farm's distracted driver data set to detect distracted behaviour

dll_numpy icon dll_numpy

Deep Learning framework implemented from scratch in python using Numpy package.

ee402 icon ee402

Repository for the EE402 module on OOP with Embedded Systems at Dublin City University, Ireland

emopy icon emopy

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

emotion icon emotion

A pipeline to collect data and fine-tune computer vision models to detect emotions in human faces

facial-expression-recognition-1 icon facial-expression-recognition-1

Recently, I have developed a mobile game, Best Actor, which uses computer vision model to recognize facial expressions. Here I have designed a Convolutional Neural Network in order to perform facial expression recognition in the mobile game.

facial-expressions-recognition icon facial-expressions-recognition

Model determines whether a person is Angry, Disgust, Fear, Happy, Sad, Surprise, or Neutral by analyzing the facial expressions.

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