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nagesh10's Projects

awesome-affective-computing icon awesome-affective-computing

A curated list of awesome affective computing πŸ€–β€οΈ papers, software, open-source projects, and resources

awesome-mer icon awesome-mer

πŸ”† πŸ“ A reading list focused on Multimodal Emotion Recognition (MER) πŸ‘‚πŸ‘„ πŸ‘€ πŸ’¬

datasets icon datasets

A collection of datasets of ML problem solving

deeplearningexperiments icon deeplearningexperiments

My experiments with deep learning - Deep Neural Networks, Convolutional Neural Networks, Deep Autoencoders, Stacked

emotions icon emotions

A simple detector of prototypic emotions from facial images captured in video, written in Python.

emotiw icon emotiw

code for Emotion Recognition in the Wild (EmotiW) challenge

face_classification icon face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

faceemr icon faceemr

Facial Expression Recognition in android where the predictive model built in tensorflow using convolutional neural network

facial-emotion-detection-using-convolutional-neural-networks-and-representational-autoencoder-units icon facial-emotion-detection-using-convolutional-neural-networks-and-representational-autoencoder-units

This work showcases two independent methods for recognizing emotions from faces. The first method using representational autoencoder units, a fairly original idea, to classify an image among one of the seven different emotions. The second method uses a 8-layer convolutional neural network which has an original and unique design, and was developed from scratch. The models were trained on the JAFFE dataset, and we tested on a seperate JAFFE test set and a subjectively labeled Labeled Faces in the Wild data set.

facial-expression-recognition icon facial-expression-recognition

Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge

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