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dense-network

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henryle-n / Handwriting-Prediction-Tensorflow2

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In this project, a sophisticated deep learning model called Convolutional Neural Network in conjunction with Dense Network (~20 million parameters) was utilized for predicting human handwritten digits with 98% accuracy with only 5 training epochs. The front end was designed to allow user to input their handwritten on a canvas and the machine wil…

javascript css html docker xmlhttprequest deep-neural-networks deep-learning python3 aws-ec2 ecmascript6 convolutional-neural-network javascript6 tensorflow2 dense-network
  • Updated May 1, 2023
  • Jupyter Notebook

deepankarvarma / SMS-Spam-Detection-using-NLP

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This repository contains the code for building a spam detection system for SMS messages using deep learning techniques in TensorFlow2. Three different architectures, namely Dense Network, LSTM, and Bi-LSTM, have been used to build the spam detection model. The final model has been deployed as a Streamlit app to showcase its working.

python machine-learning natural-language-processing deep-learning machine-learning-algorithms lstm deep-learning-algorithms classification uci-machine-learning sms-spam-detection bi-lstm tensorflow2 streamlit dense-network
  • Updated Apr 25, 2023
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