mar-computer-vision-expertSOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
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clawdbot install marjoriebroad/mar-computer-vision-expertGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://api.heybossai.com/v1/pilot`.Audited Apr 25, 2026 · audit v1.0
Generated Aug 2, 2026
Deploy YOLO26 for real-time defect detection on production lines, combined with SAM 3 for precise segmentation of defects. This enables high-speed, accurate inspection without manual oversight, reducing waste and improving product quality.
Use YOLO26 for shelf monitoring and customer behavior tracking, with SAM 3 for instance segmentation to identify product interactions. Integrated with VLMs for natural language queries about inventory or customer preferences, enhancing retail operations.
Apply YOLO26 for vehicle and pedestrian detection at intersections, coupled with depth estimation from Depth Anything V2 for spatial awareness. This enables adaptive traffic signal control and congestion prediction, improving urban mobility.
Utilize SAM 3 for organ or tumor segmentation from medical scans (MRI/CT), and VLMs to generate radiology reports. This accelerates diagnosis and helps clinicians focus on complex cases, potentially improving patient outcomes.
Combine SAM 3's text-guided segmentation with SLAM for real-time 3D mapping in industrial settings. Technicians can overlay instructions on specific equipment components, reducing errors and training time.
Provide a cloud-based platform offering YOLO26 and SAM 3 as managed services, with API access for businesses to upload images/videos and receive detections/segmentations. Charging per inference or subscription tiers.
Offer bespoke computer vision solutions for enterprises, including model training, optimization, and deployment on edge devices. This involves project-based fees for development, integration, and maintenance.
License YOLO26 and SAM 3 optimized models to hardware manufacturers for integration into smart cameras, drones, or IoT devices. Royalties per unit sold or one-time licensing fees.
💬 Integration Tip
Start with YOLO26 for detection and add SAM 3 for segmentation needs. Use the SkillBoss API Hub for VLM integration to avoid managing multiple model endpoints.
Scored Aug 2, 2026
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