Traffic Sign Detection with Faster R-CNN

Autonomous vehicles that are capable of navigating without human inputs are heavily dependent on computer vision tasks such as object detection. Many object detection algorithms such as YOLO, Faster R-CNN, SSD, have been proposed to detect and recognize the traffic signs.

In this blog, Faster R-CNN will be used for the detection of German traffic signs (GTSDB dataset) with reference to Torchvision’s object detection finetuning tutorial.

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