moaaztaha Goto Github PK

followers: 35.0 following: 30.0 repos: 57.0 gists: 0.0

Name: Moaz Taha

Type: User

Bio: Machine Learning Engineer

Twitter: itsmoaaz

Hi 👋, I'm Moaz

A Machine Learning Engineer

Latest Projects

AI GYM Helper

Counting curls and making sure the elbows are tucked in using Yolov7 pose estimation and OpenCV.

Sacks Tracking and Counting using Yolov5, DeepSort and Supervision

Using Yolov5, DeepSort and Supervision to track the number of sacks loaded onto and off of a truck.

Yolov5 Real-time Inference using Streamlit

A web interface for real-time yolo inference using streamlit. It supports CPU and GPU inference, supports both images and videos and uploading your own custom models.

Features

Caches the model for faster inference on both CPU and GPU.
Supports uploading model files (<200MB) and downloading models from URL (any size)
Supports both images and videos.
Supports both CPU and GPU inference.
Supports Custom Classes and changing Confidence.

blog posts

Speeding up image labelling for Object Detection using pretrained models (Yolov5)

Labelling your custom datasets for object detection can take a huge time. So why don’t we use pretrained models to auto-label our objects for us?

In this article, I will explain how you can use pretrained models to speed up the labelling process for your next object detection project

Moaz Taha's Projects

analyzing-a-b-test-results

Analyzing the results of an A/B test run by an e-commerce website to understand if they should implement the new page, keep the old page or run the experiment longer.

arabic-english-translation-transformers

Simple Transformer-based seq-2-seq model for Arabic English translation

arabic-movie-genres-multi-label-classifier

Using CNNs to predict the genres of Arabic movies based on their posters

arabic-name-identification

Dockerizing a flask app that takes 3-word arabic sentence and returns if it is a correct Arabic name or not using TF 2.

arabic-sign-language-translator

automate-the-boring-stuff-with-python-projects

comparing-bleu-scores-with-and-without-arabert-preprocessing

coursera-how-to-win-a-data-science-competition

Assignments, notebooks and the final project from "How to Win a Data Science Competition" course on Coursera.

coursera_how-to-win-a-data-science-competition-learn-from-top-kagglers

Labs and Project from the course "How to Win a Data Science Competition: Learn from Top Kagglers"

deep-learning-from-scratch

My own implementation of DL/ML Models, Layers, Loss functions, etc

distracted-drivers-kaggle-compition

faceapp-gender-swap-detection

Detecting fake photos generated by FACEAPP gender swap feature using Deep Learning.

ford-gobike-system-data-visualization

Analysis and Visualizations of Ford GoBike Data.

gapminder-analysis-

EDA of the GapMinder dataset based on DGP/Capita, Fertility rates, HDI, Internet users and Education Index

gender-classifier-scikit-learn

gym-assistant-using-yolov7-pose-estimation

This project is about counting curls and making sure elbows are tucked in using YOLOv7 for pose estimation. I'm using OpenCV and YOLOv7 to detect the human body parts and then estimate the angle between each three points using the dot product.