Moaz Taha's repositories

Yolo-Interface-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.

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.

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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.

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Arabic-English-Translation-Transformers

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

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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.

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Practical-MLOps-Book-Exercises-and-Notes

The book's exerices and my notes

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Robot-Searching

Visualization of a Robot searching for boxes in the grid and moving them to the correct location

Image-Captioning

Generating Image Captions using CNNS, RNNS and Attention layers in Pytorch.

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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.

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CBOW

Word

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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.

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Deep-Learning-From-Scratch

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

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Ford-GoBike-System-data-visualization

Analysis and Visualizations of Ford GoBike Data.

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GapMinder-Analysis-

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

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RAG-chatbot

A RAG chatbot using Llama-index, Chainlit and ...

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Telegram-bot-using-Streamlit-Cloud

This repo includes the code for a simple python telegram bot that can be deployed directly using streamlit cloud

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