Automatic detection of bike-riders who are not wearing helmets. Faster-RCNN model is trained by supervised learning using TensorFlow API which detects the objects and draws the bounding box with prediction score.
Anti -Phishing using Machine Learning
Forecasting stock prices of S&P500 using RandomForest and LSTM (Pytorch)
Gender and Age Prediction - Image Classification - CNN
This project implements machine learning models to predict the likelihood of heart disease based on various medical features.
Machine-learning capstone comparing models for facial deepfake detection. Built in Python and evaluated using cross-validation, AUC, F1-score, precision, and recall. Applied SHAP for model interpretability and deployed an interactive Streamlit demo. Full source code is available on GitHub.
UNT: CSCE 4205/5215: Machine Learning, Fall 2023
UC Santa Cruz CSE 30 Python Abstractions class fall 2019
This is weather prediction model with a csv file for Simulation Lab Project
An intelligent AI model routing system that automatically selects the best model (Claude 3.5 Sonnet, GPT-4o, Gemini 2.0 Flash) for your queries using advanced context analysis and structured routing logic.
Callbacks (Early_stopping, Checkpointing, Learning-Rate-Scheduling in Computer Vision
A supervised learning project for predicting crop types .
Employee performance prediction using Machine Learning and Python
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