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📝 DCGAN for Handwritten Digit Generation
A Deep Convolutional GAN model for generating realistic handwritten digits. This project demonstrates the power of GANs in creating synthetic data. -
🎨 GAN Image Colorization Tool
An AI tool that uses GANs to automatically colorize black-and-white images, bringing them to life with vibrant colors. -
🌾 Agricultural Disease Detection
An AI model designed to detect diseases in crops using image recognition, helping farmers maintain healthy crops. -
🛡️ Adversarial Evasion Attacks on Neural Networks This project shows how small input changes can deceive neural networks using ART, featuring attacks on a CNN model, and comparing original vs. robust classifiers to emphasize AI security.
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🎂 CNN-Based Age Estimation A CNN model that predicts age from facial images, showcasing deep learning's ability to extract facial features and estimate age accurately.
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📖 AI-Driven Image to Storytelling Pipeline
A pipeline that converts images into engaging stories, showcasing the intersection of AI, creativity, and storytelling. -
🧩 Customer Segmentation
A machine learning project that segments customers into distinct groups for targeted marketing strategies using clustering algorithms. -
📉 Customer Churn Prediction
A predictive model that identifies customers likely to leave a service, enabling proactive retention efforts. -
📊 RNN-Based Stock Predictor
A Recurrent Neural Network model designed to predict stock prices based on historical data, helping investors make informed decisions. -
🩺 ML Diabetes Detection
A machine learning model that predicts the likelihood of diabetes based on patient data, aiding in early diagnosis and treatment. -
🎓 ML GPA Predictor
A predictive tool that estimates a student's GPA based on various academic factors, helping in academic planning and support.