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Atulya's Projects

accent-classifier icon accent-classifier

Audio classified into accents using short term audio features and multi class SVM classifier

college-lab-work icon college-lab-work

All my programs and simulations for lab practicals (SEM 04 onwards) of Department of Electronics and Telecommunication (EXTC), Dwarkadas J. Sanghvi College of Engineering, Mumbai University.

fire-and-gun-detection icon fire-and-gun-detection

Fire and Gun detection using yolov3 in videos as well as images. Training code, dataset and trained weight file available.

gender-classifier-using-voice icon gender-classifier-using-voice

Voice based gender classification implemented using various Machine Learning algorithms from scratch using mfcc and pitch as features.

healthcare-diagnosis icon healthcare-diagnosis

Healthcare related diagnosis powered by Machine Learning algorithms. The intent is not to replace doctors but to assist them.

news-sentiment-analysis icon news-sentiment-analysis

The spider crawls moneycontrol.com and economictimes.com to fetch news of input companies and also scores and classifies the companies to raise an early warning signal

nlp-chatbot icon nlp-chatbot

A medical chatbot that asks patients about their health and books a doctor's appointment on demand.

wireless-weather-and-soil-monitoring icon wireless-weather-and-soil-monitoring

The microcontroller behaves like a data acquisition system that takes readings from temperature & humidity sensor (DHT11), carbon monoxide sensor (MQ-7) and soil moisture sensor and immediately uploads it to a thingspeak server. From there, twilio api is used to send alerts via SMS based on condition of air and soil.

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