Visual Artifacts Gallery
Research figures, model views, teaching moments, and credentials in one visual record.
Pancreatic CT preprocessing view for the current research workflow.demoThree-dimensional segmentation rendering illustrating volumetric model output.demoVision Transformer architecture overview for image-classification experiments.demoGrad-CAM overlays on misclassified guava leaves, field-condition subset.demoConfusion matrix layout for class-wise error inspection.demoROC curve layout for threshold and class-separation analysis.demoWeighted voting and stacking ensemble workflow.demoField-condition leaf image samples prepared for classification.demoSkinNet lightweight CNN architecture overview.demoConference presentation and research dissemination.demoGuest lecture on AI, Data Intelligence, and research methodology.demoCisco Certified Network Associate credential.demo 
