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URL: https://github.com/ritabratamaiti/Autism-Detection-API
To find out the best machine learning pipeline for predicting ASD cases using genetic algorithms, via the TPOT library. (Classification Problem) Compare the accuracy of the accuracy of the determined pipeline, with a standard Naive-Bayes classifier. Saving the classifier as an external file, and use this file in a Flask API to make predictions in the cloud.
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URL: https://www.youtube.com/watch?v=h0NPzkg8NKs
Security surveillance system and Anamoly detection ,using YOLO Deep Learning ,and Alexa for Chatbot Activation, Generation of ticket using Salesforce and Mulesoft Integration.
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URL: https://github.com/ritabratamaiti/Blooddonorprediction
Published Under AI for Humanity Initiative We use Support Vector Classification(SVC), from the linear model we import Perceptron. We also used the K.neighborsclassifier and the decision tree classifiers. Furthermore, we use the TPOT library to find an optimized pipeline using genetic algorithms. Using the above classifiers, we score each one of them using k fold cross-validation.
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URL: http://www.quelsolaar.com
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URL: https://github.com/TEJASNARAYANS/Restricted-Boltzmann-Machines
This a Netflix movie recommended system,this consists of movie data set of about 5000+ movies and the ratings given by users on various movies.We predict the ratings of the movies he hasn't watched depending on his past reviews.
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URL: https://github.com/TEJASNARAYANS/Recurrent-Neural-Networks
To Predict the Future Stock price of Google stocks in share market using the performance of the company over the last 5 years. Deep Learning Model to Predict if the stocks in First month of Jan 2017 will rise or fall,and hence compare with the real performance of the company.
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URL: https://github.com/TEJASNARAYANS
A technical paper for recognizing hand gestures using Image Processing Techniques, Sobel edge detection, Skin segmentation ,Data acquisition methods ,Feature Extraction of Neural Networks, Implementation of Neural Networks, Convolution Neural Networks(CNN).
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URL: https://github.com/divyakmadhavan/sentenceEmb
Given a corpus of sentences, create a fixed length vector representation of each sentence which best represents the sentence in terms of semantic and syntactic correctness. Try both supervised (given class labels like sentiment as- sociated with each sentence/phrase ) and unsupervised( you just have a big document of sentences) methods.
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URL: https://github.com/salil-gtm/SignDetect
This application is developed to help speechless people interact with others with ease. It detects voice and converts the input speech into a sign language based video.
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URL: http://www.quelsolaar.com
Stellar is a software platform for controlling elaborate LED lighting setups.
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