Intel® FPGA AI Suite: PCIe-based Design Example User Guide

ID 768977
Date 9/06/2023

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5.6.2. Inference on Object Detection Graphs

To enable the accuracy checking routine for object detection graphs, you can use the -enable_object_detection_ap=1 flag.

This flag lets the dla_benchmark calculate the mAP and COCO AP for object detection graphs. Besides, you need to specify the version of the YOLO graph that you provide to the dla_benchmark through the –yolo_version flag. Currently, this routine is known to work with YOLOv3 (graph version is yolo-v3-tf) and TinyYOLOv3 (graph version is yolo-v3-tiny-tf).