SINGULARITY INTERFACE · MODULE 04
Neural architectures that bend data like gravity bends light — from dense ANNs to convolutional networks and beyond the event horizon.
← Go to HomeFully connected deep neural networks for regression, classification, and feature learning across diverse domains.
AI-powered Multi-Layer Perceptron classifying smartphones into 4 price categories based on 20+ hardware specs with premium dark glassmorphism UI.
Robust ANN regression system predicting student final grades (G3) using UCI dataset, analyzing demographic, social & study factors.
Image classification, object detection, and computer vision projects leveraging convolutional architectures.
Custom 3-layer CNN achieving ~96% accuracy on ASL digits (0-9) with dual deployment — Streamlit web app + OpenCV real-time webcam inference.
Advanced CNN-based logo detection and brand recognition system powered by deep learning for identifying and classifying company logos in images.
Time-series forecasting, NLP, and sequence-to-sequence learning projects using recurrent architectures.
End-to-end deep learning weather forecasting system using LSTM networks to predict 7-day (168 hours) temperature across 4 major global cities with Open-Meteo data.
Self-updating LSTM prediction engine forecasting gold prices with live market data, autonomous retraining via GitHub Actions, and a premium gold-themed glassmorphism dashboard.