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Rapide Technologies
- Lahore, Pakistan
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09:18
(UTC +05:00) - www.rapidetechnologies.com
- https://orcid.org/0009-0007-4663-8009
- in/fatima-azfar-ziya-52a566154
- https://www.kaggle.com/fatimaazfarziya
- https://www.upwork.com/freelancers/~010516a0d41e9f5b2b
Highlights
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LLaVA-Med Public
Forked from microsoft/LLaVA-MedLarge Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.
Python Other UpdatedAug 13, 2024 -
Google-Maps-Scraper Public
The Google Maps Scraper is a Python-based script designed to automate the process of extracting valuable information from Google Maps. Utilizing the Selenium WebDriver, it navigates Google Maps bas…
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RAG Public
This project implements a Retrieval-Augmented Generation (RAG) model that uses a directory containing text files as documents for information retrieval and generation. The model combines retrieval …
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MediVision Public
An AI-Based Medical Imaging Disease Prediction System
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Astrology-Chatbot Public
AstroAI is an interactive desktop application that provides personalized horoscopes and astrological insights using user-provided birth details and OpenAI's GPT-3.5-turbo model.
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Pegasus-Paraphraser Public
Pegasus Paraphraser is a text paraphrasing system built using the tuner007/pegasus_paraphrase model to generate simplified versions of input text by splitting it into sentences and leveraging an en…
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OCR-Solutions Public
This repository contains the complete implementation of 3 methods to build OCRs, Pytesseract, EasyOCR and Google Cloud Vision API.
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Hangman-AI Public
The project leverages a combination of models and methods to predict missing letters in a word, enhancing the Hangman gameplay experience. The core methodologies include a Bidirectional LSTM (BiLST…
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FAST-Data-Science-Material Public
This repository contains all of my work done in 8 semesters of Bachelors in Data Science from FAST NUCES Lahore. I hope it helps my juniors one way or another!
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Federated-Learning-CIFAR10 Public
Implementation of Federated Learning on a simple CNN architecture on CIFAR10 dataset.
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EpiDetect Public
MERN Stack Web Application "EpiDetect" which uses a fine-tuned ResNet50 model for skin disease detection.
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Text-Summarizer Public
Developed a Sequence-to-Sequence (Seq2Seq) model with LSTM units for text summarization, utilizing the BBC News Summary dataset and implemented with an encoder-decoder architecture for effective in…
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ResNet-Optima Public
ResNet-Optima is an advanced adaptation of the classic Residual Networks (ResNet) architecture, specifically designed to address two critical challenges in deep learning: generalization and computa…
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Text-to-Image-Generator-CGAN Public
This project implements a Text to Image Generator using a Conditional Generative Adversarial Network (GAN) for synthesizing floorplan images from textual descriptions. It includes features such as …
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Urdu-Sentiment-Analysis Public
This project employs deep learning models to conduct sentiment analysis on a dataset of Urdu tweets, aiming to classify them into positive or negative sentiments. Using advanced neural network arch…
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VGG-ImageNet Public
This project aims to replicate and explore the groundbreaking architecture of "Very Deep Convolutional Networks for Large-Scale Image Recognition" by Karen Simonyan and Andrew Zisserman, which demo…
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AlexNet-ImageNet Public
This project focuses on re-building the AlexNet architecture proposed in the paper: "ImageNet Classification with Deep Convolutional Neural Networks" by Alex Krizhevsky on a downscaled version of T…
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Mitosis-Detection Public
Classifying mitosis vs normal images using VGG-11, DenseNet, and custom CNN. Employing techniques like focal loss and hyperparameter optimization for improved accuracy.
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Data Visualization Competition Winner | SOFTEC 24' | This project utilizes the Global Carbon Budget data, which tracks carbon dioxide emissions across different countries and sectors. Includes: Fea…
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RideShare-Connect Public
Forked from AnasMohammad4321/RideShare-Connect -
Onion-Routing Public
Forked from AnasMohammad4321/Onion-RoutingBasic Implementation of Onion Routing
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Movie-Script-Analysis Public
This is a NLP project built using Python. The goal was to find patterns in the text of movie scripts and identify similarities and if we can successfully cluster the movies of a similar plot togeth…
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The Chinese Language Similarity project is a sophisticated Natural Language Processing (NLP) endeavor aimed at analyzing similarities in Chinese sentences and lyrics. Utilizing advanced techniques …
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Earthquake-Mag-Predictor Public
This project uses machine learning and neural networks to predict earthquake magnitudes, involving data preprocessing, feature selection, hyperparameter tuning, and model evaluation with regression…