Do you require sophisticated object detection solutions utilizing advanced AI tools such as YOLOv8, Deep Learning, Python, and OpenCV?

An end-to-end object detection pipeline will be constructed, customized for specific needs across various sectors including retail, security surveillance, medical imaging, traffic monitoring, or agriculture, delivering robust models and deployment-ready code.

Core offerings include:

• Object detection utilizing YOLOv5, YOLOv8, Faster R-CNN, and SSD frameworks
• Bounding box annotation and dataset preparation in formats like COCO, VOC, and YOLO
• Real-time detection capabilities using webcam or video feeds
• Model optimization via conversion to ONNX or TensorRT for enhanced speed
• Advanced post-processing techniques, including non-max suppression and threshold adjustment
• Delivery as either a standalone Python script or a REST API service

The service provides comprehensive, documented code and highly accurate detection models, optimized for superior performance across diverse platforms such as mobile, web, or embedded systems.