I offer services in object detection, utilizing YOLOv8 deep learning models, and developing image analysis scripts with Python

Service Description

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.