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Muhammad Ansar's Projects

ae_unet icon ae_unet

The combination of AutoEncoders and UNET provides a powerful solution for identifying anomalies in medical images, making it a valuable tool for healthcare professionals.

ask_video icon ask_video

a powerful translation and transcription application, powered by OpenAI's GPT-3.5 Turbo model and Gradio library. With this tool, you can seamlessly translate spoken or written text between multiple languages,

bus-transportation-system icon bus-transportation-system

The Transport System Management System, developed in C, is a comprehensive solution designed to manage passenger data, routes, and billing for both students and staff. It offers a user-friendly menu-driven interface, facilitating the addition, deletion, and viewing of user data, along with the provision of district-wise routing.

cnn_classifer icon cnn_classifer

0 classes-based dataset and creating a neural network then deploying it directly to web interface using Taipy which is an open-source Python library for building production-ready web applications front-end & back-end.

image_classification icon image_classification

A Web based Image Classifier using Cifar10 that has 10 classes-based dataset and creating a neural network then deploying it directly to web interface using Taipy which is an open-source Python library for building production-ready web applications front-end & back-end.

langchain_palm icon langchain_palm

GPT using Google's GPT PaLM model and HuggingFace InstructorEmbeddings to localize responses on customer query prompts Chatbot: Advanced Customer Interaction Solution

live_translator icon live_translator

This Python code repository hosts a powerful translation and transcription application, powered by OpenAI's GPT-3.5 Turbo model and Gradio library. With this tool, you can seamlessly translate spoken or written text between multiple languages, transcribe audio, and generate concise summaries

parking-violation-management-system- icon parking-violation-management-system-

This C++-based Parking Violation Management System is designed to handle parking violation records efficiently. It uses a hash table for data storage and retrieval, a binary search tree for sorting, and various functionalities to manage, search, and analyze parking violation data.

sarcasm-detection-application icon sarcasm-detection-application

"Detect sarcasm effortlessly! This Python app uses NLP and ML to analyze text sentiment, distinguishing sarcastic tones. With a user-friendly interface, input any text for real-time sarcasm identification. Achieve accurate results through advanced sentiment analysis techniques and trained models."

seo_optimizer icon seo_optimizer

It utilizes NLTK (Natural Language Toolkit) for tokenization, stop word removal, and n-gram generation. It also employs the SentenceTransformer library for computing cosine similarity between a query and keywords. The DuckDuckGo Instant Answer API is used to retrieve relevant text data.

shopify_gpt icon shopify_gpt

Shopify's API to create a sophisticated Language Model (LLM) capable of providing real-time product information. The system is designed to understand and respond to user queries about product details, prices, and availability, directly interacting with a Shopify store's database.

traffic-sign-detector icon traffic-sign-detector

This code implements a CNN using TensorFlow for German traffic sign classification with the GTSRB dataset. It preprocesses data, builds the model, trains it, evaluates accuracy, and generates a confusion matrix for performance analysis.

uniadmit---university-admission-assistant icon uniadmit---university-admission-assistant

UniAdmit is a C++ application designed to assist students in selecting the best-suited university and department based on their academic performance, preferences, and city choices.

xgboost_prediction icon xgboost_prediction

This project demonstrates how machine learning can be employed to identify potential churn risks.

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