Programming Projects
Saeed Vahdani - Test Version

M.Sc. in Mechanical Engineering
Biomechanics & Robotics
Python, Tensorflow, Keras

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Projects

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Single Face Extractor
Script
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Single Face Extractor script

Extracting a set frames that only have a single face in it.

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Python - OpenCV - RetinaFace
Face Quality Assessment
implementation of paper
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Score based Face Quality Assessment

An implementation of a paper for assessing face quality.

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Python - OpenCV - CNN - LBP
Churn Customers Prediction
DataScience
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Churn Customers - Deep learning

Predincting wheter a customer leave the bussiness or not

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Python - Tensorflow - Keras
cs230 notes
Notes
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Deep learning Stanford CS230 notes

My notes when auditing Andrew Ng's and Kian Katan Course.

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Python - Tensorflow - Keras - Markdown
Deep NLP Persian NER
NLP
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Persian NER with Deep Learning

Named Entity Recognition for Persian with bi-LSTM CRF.

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Python - Keras - LSTM - CRF
IMDB Review GPT-2
Transformers
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IMDB reviews sentiment analysis with GPT2

Classifying sentiment of reviews with GPT-2 pretrained language model.

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Python - Transformers - Language Models - HuggingFace🤗
diabetes detection deep learning webapp
Healthcare
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Diabetes Detection Webapp

A responsive webapp deployed on cloud, for detecting diabetes from Pima Indian dataset with ML + DL.

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Python - Scikit Learn - Keras - Stramlit - Heroku

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