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cs.CV2026

Benchmarking Edge Inference Strategies for Deep Learning Models in Industrial Machine Vision

Miguel Gomez Fernandez, David Castro Boga, Roi Mendez-Rial +1

The paper compares the inference performance of four popular frameworks—PyTorch, ONNX Runtime, OpenVINO, and TensorRT—on CPU and GPU edge devices for industrial machine‑vision task…