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Arun Poochelvan's Projects

bert-ner-tf icon bert-ner-tf

Named Entity Recognition with BERT using TensorFlow 2.0

bi-lstm-crf-ner-tf2.0 icon bi-lstm-crf-ner-tf2.0

Named Entity Recognition (NER) task using Bi-LSTM-CRF model implemented in Tensorflow 2.0(tensorflow2.0 +)

doccano icon doccano

Open source text annotation tool for machine learning practitioner.

emotion-classification-ravdess icon emotion-classification-ravdess

Understanding emotions with Neural Networks (Python, Scikit-Learn, Keras) and the Ravdess dataset: 95% accuracy on the training set and 92% on the test set.

emotion-detection-in-speech icon emotion-detection-in-speech

Predicting emotions based on speech audio samples of American English, German and British English languages using Support Vector Machine, K-Nearest Neighbor, Random Forest and Recurrent Neural Network. Analyzing the performance of each model based on the dataset.

face-api.js icon face-api.js

JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

face-mask-detection icon face-mask-detection

A Deep learning flask based application used to predict whether Person is having mask to his face or not

flask-scaffold icon flask-scaffold

Prototype Database driven Web apps in Angular 6, Bootstrap 4 and REST API's with Flask (Python 3 framework)

gcloud_speech_voice_recorder icon gcloud_speech_voice_recorder

Flask-based web application that records sound (as PCM/WAV) and converts speech to text via Google Cloud Speech API using HTML, JavaScript, and Python

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