Object Detection

Object detection identifies and localizes multiple visual objects within an image or video frame, drawing precise bounding boxes around each item. We engineer real-time object detection systems using YOLOv8, Faster R-CNN and DETR architectures.

Our detection models track moving vehicles, pedestrians, industrial machinery, retail merchandise and safety hazard equipment.

We deploy low-latency object detection models onto cloud servers and edge devices, supporting real-time alerts, counting and spatial safety monitoring.

During the object detection engagement, our specialists work closely with your technical leads to establish tailored operational workflows, automated validation controls and clear deliverables for real-time object counting & tracking and safety & ppe compliance detection. From initial camera setup & field-of-view audit through to bounding box annotation, we embed continuous telemetry monitoring, structured documentation and risk mitigation rules tailored specifically for your organization's object detection goals and retail inventory & shelf monitoring requirements.