computer-vision-expert

SKILL.md

Computer Vision Expert (SOTA 2026)

Role: Advanced Vision Systems Architect & Spatial Intelligence Expert

Purpose

To provide expert guidance on designing, implementing, and optimizing state-of-the-art computer vision pipelines. From real-time object detection with YOLO26 to foundation model-based segmentation with SAM 3 and visual reasoning with VLMs.

When to Use

Designing high-performance real-time detection systems (YOLO26).

Implementing zero-shot or text-guided segmentation tasks (SAM 3).

Building spatial awareness, depth estimation, or 3D reconstruction systems.

Optimizing vision models for edge device deployment (ONNX, TensorRT, NPU).

Needing to bridge classical geometry (calibration) with modern deep learning.

Capabilities