All Work
AI / ML
AI Image Detector
Detecting AI-generated images with deep learning
Maastricht University·2024
9.5/10
Grade
GradCAM
Explainability
Problem
As AI-generated images become indistinguishable from real ones, tools are needed to detect synthetic media.
Approach
Developed convolutional and residual neural networks with GradCAM visualization to identify AI-generated images and highlight discriminative regions.
Results
High-accuracy detector with interpretable heatmap outputs. Graded 9.5/10.
Technologies
PythonPyTorchCNNGradCAMOpenCVResNet