I will build custom object detection for edge ai

I build production-ready object detection models tailored to your dataset and deployment environment. This gig covers the full pipeline from feasibility analysis and custom training to model optimization and edge deployment.

You will receive a reliable detection model trained on your data with measurable accuracy (mAP) and clean, reproducible results. For production use, I provide an optimization workflow including pruning, quantization, and model conversion (ONNX/TensorRT) to achieve fast and efficient inference.

Unlike basic model training services, I focus on real-world performance and deployability, not just training a model. Premium packages include benchmarking with FPS and latency measurements on your target hardware and deployment scripts for GPU, CPU, or edge devices.

This gig is ideal if you need:

• Custom object detection models
• Training on your dataset
• Reliable accuracy metrics
• Real-time performance
• Edge deployment
• Optimized models

Supported formats include YOLO, COCO, and Pascal VOC datasets.

Clear communication and well-documented deliverables are included in every order.