GitHub

AI-Based Real-Time Image Classification and Detection System

VisionAI Detector is an AI-powered real-time image classification and detection system. It uses a Convolutional Neural Network (CNN) model trained with TensorFlow to identify objects from live webcam ...
IEEE

The Image Scaling Attack: Unveiling the Risks in Traffic Sign Classification

Abstract: Image scaling attacks exploit vulnerabilities in the resizing process of deep learning-based vision systems, leading to severe misclassifications of the trained model. Such attacks pose a ...
IEEE

Freshness Condition Detection, Size Classification with Weight Prediction and Sortation of Philippine Egg Produce Using YOLOv8 and OpenCV

Manual egg grading is a time-consuming and laborintensive operation in the poultry industry. Multiple personnel are needed in the operation since multiple processes are involved in the production ...
GitHub

CV-classify: image classification using OpenCV (SIFT module)

This is a fairly simple image classification Python script that I wrote as a project deliverable for my 2014 Machine Learning class at the Polytechnic University of Catalonia (UPC), back when I was ...