MedPic Detector

Project Information

View on GitHub
  • Category: Security/Healthcare
  • Technologies: Python OpenCV TensorFlow
  • Project Date: May 2024
  • Accuracy: 96.2% on test set

MedPic Detector

Extract images from PDF and URL and identify them as medical images or non-medical images for security classification.

Technical Approach

  • Convolutional Neural Network for image classification
  • PDF image extraction and processing pipeline
  • URL-based image retrieval system
  • Advanced image preprocessing techniques

Key Features

  • Automated medical image identification
  • Batch processing of documents and URLs
  • High accuracy classification system
  • Detailed classification reports
  • User-friendly web interface
MedPic Interface

Video Demonstration

See the Med-Image Identification system in action

This demonstration shows the complete workflow of the MIP system.