Mokhtar Mami

I'm

About

This is Mokhtar Mami's Personal Website
The main aim of this web app is to serve as a portfolio, to showcase my projects and to deliver some projects to PRODUCTION
If the deployment isn't working or slow, either my credits are over or the servers are naturally slow (Student credits)
Happy browsing

More about me & My background.

A Software engineering student that has been working in ML and especially DL for the past 2 years.

I always inspire to learn more and to push myself to my limits Mainly worked on computer vision (2D and 3D data), ML combined with audio data and some NLP tasks.

  • Address: Farhat Hached Street 8050 Hammamet
  • Email:mami.mokhtar123@gmail.com
    mokhtar.mami@insat.u-carthage.tn

    Projects

    Speech Emotion recognition

    Detect a person emotion through an audio clip

    Speech is the most natural way of expressing ourselves as humans. It is only natural then to extend this communication medium to computer applications.

    We define speech emotion recognition (SER) systems as a collection of methodologies that process and classify speech signals to detect the embedded emotions.

    In this project, I trained a 1D CNN based model from 7 features extracted from audio on 4 datasets

    • Framework/Library : Tensorflow  
    • Model : 1D CNN + TimeDistributed layer
    • Accuracy : 70%
    View ArticleView Repo

    Trash Detection

    Given a photo, detect trash objects

    Considering the effect of the pollution on our planet, the automation of detecting trash seem to be the future of auto cleaning.

    In this project, I finetuned an object detection model on TACO   : an open image dataset Containing annotations

    • Framework : detectron2  
    • Model : R101-FPN
    • AP@50 : 27.257
    • Serving Tool : TorchServe  
    Test It OutView Repo

    Personal Website

    Portfolio, showcase projects and deploy some

    The personal website is a web application that consists of 3 servers:

    The frontend server:React   and Next.js  

    The backend server:Django REST framework  

    The models server:TorchServe   for PyTorch models

    Frontend repoBackend repoTorchserve repo

    Contact

    Location:

    Farhat Hached Street 8050 Hammamet

    Loading
    Your message has been sent. Thank you!