Created models for 32 types of military aircraft using a training dataset of cropped images, minimum of 100 images used per concept for training.
Image Tampering Detection
Demo of image splicing detection for use in arbitration case. The original image was a screenshot of an online bank account displaying a balance towards the top. Move slider left or right to compare the original image with the tampered areas. I used Kali Linux to run an open source image forensic toolset called
General Classifier Demo
Used Streamlit to host a rudimentary tool for uploading an image. Results returned are the confidence scores of classification.
Mapping and Prediction
Regression Analysis Demo
Hate Crime Analysis
Hate Crime Analysis Demo