Drone + Vision AI turns solar inspections from weeks of manual walking into a same-day pipeline: fly thermal/RGB/EL, let YOLO/U-Net flag defects, and ship GPS-tagged work orders. The punchline is you need multiple imaging modes (thermal for hotspots, EL for internal cracks/PID), and VLMs can potentially turn detections into language reports crews actually use.

Our annual data-driven analysis of how enterprises are actually deploying computer vision in 2026 - covering the five dominant deployment patterns, sample ROI numbers by vertical, technology choices between YOLO26 and RF-DETR, edge vs cloud splits, and the no-code vs custom engineering debate.

SAM 3 is Meta’s next-generation segmentation model that shifts from geometric, prompt-based segmentation to concept-level understanding through Promptable Concept Segmentation, enabling open-vocabulary instance detection via text or visual exemplars.