How OCT Helps Early Plant Disease Detection
Optical Coherence Tomography can reveal micro‑structural changes in leaves before symptoms are visible. Here’s how I prototype datasets and evaluate models with limited samples.
My Blog
Notes on imaging, AI, CV, and teaching.
CNN vs. Transformers for Histopathology
I compare ResNet/ConvNeXt baselines against ViT/CvT/DeiT variants for patch‑level grading, with notes on stain variation and augmentation.
Deploying Computer Vision on Jetson: Lessons Learned
From CSI cameras to TensorRT, these are the practical tips that saved hours in edge deployments.
Explainable AI in Medical Imaging
Grad‑CAM, attention rollout, and class selectivity—what works and what misleads for clinical collaborators.
My Teaching Toolkit: From Labs to Feedback
A quick look at how I structure labs, scaffold projects, and close the loop with rapid feedback.
Datasets for OCT & Histology: Curate, Don’t Accumulate
Why a smaller, cleaner, better‑annotated set often beats a huge, noisy one—plus my QC checklist.