Faster R-CNN » THOVITI SIDDHARTH

December 10, 2020

Traffic Sign Detection with Faster R-CNN

Thoviti Siddharth Machine Learning/Artificial Intelligence Computer Vision, Faster R-CNN, Finetuning, Machine Learning, Machine Vision, Object Detection, PyTorch 3

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.