Computer Vision Experiments

Computer Vision has become one of my major areas of exploration. This is the running log of that work.

What I'm exploring

• Image processing and OpenCV fundamentals.
• Object detection and image classification.
• Segmentation and tracking.
• Dataset preparation, model training, and evaluation.

A practical system

One system I've been building processes a camera feed to detect and count objects in real time. It forces every stage of the workflow to actually work together:

Image → Preprocessing → Detection → Classification → Counting → Visualization

Why this approach

Building the end-to-end loop — rather than only studying one layer — is how computer vision stops being a black box. Each experiment adds one more stage I can trust in production-style conditions.