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.
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.
Arabic-English-Translation-Transformers
Simple Transformer-based seq-2-seq model for Arabic English translation
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.
Practical-MLOps-Book-Exercises-and-Notes
The book's exerices and my notes
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.
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.
CBOW
Word
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.
Deep-Learning-From-Scratch
My own implementation of DL/ML Models, Layers, Loss functions, etc
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
RAG-chatbot
A RAG chatbot using Llama-index, Chainlit and ...
Telegram-bot-using-Streamlit-Cloud
This repo includes the code for a simple python telegram bot that can be deployed directly using streamlit cloud