Matches in SemOpenAlex for { <https://semopenalex.org/work/W3010198470> ?p ?o ?g. }
- W3010198470 abstract "With the rapid development of technology, automobiles have become an essential asset in our day-to-day lives. One of the more important researches is Traffic Signs Recognition (TSR) systems. This paper describes an approach for efficiently detecting and recognizing traffic signs in real-time, taking into account the various weather, illumination and visibility challenges through the means of transfer learning. We tackle the traffic sign detection problem using the state-of-the-art of multi-object detection systems such as Faster Recurrent Convolutional Neural Networks (F-RCNN) and Single Shot Multi- Box Detector (SSD) combined with various feature extractors such as MobileNet v1 and Inception v2, and also Tiny-YOLOv2. However, the focus of this paper is going to be F-RCNN Inception v2 and Tiny YOLO v2 as they achieved the best results. The aforementioned models were fine-tuned on the German Traffic Signs Detection Benchmark (GTSDB) dataset. These models were tested on the host PC as well as Raspberry Pi 3 Model B+ and the TASS PreScan simulation. We will discuss the results of all the models in the conclusion section." @default.
- W3010198470 created "2020-03-13" @default.
- W3010198470 creator A5000018912 @default.
- W3010198470 creator A5040840515 @default.
- W3010198470 creator A5041237307 @default.
- W3010198470 creator A5060067790 @default.
- W3010198470 creator A5077578248 @default.
- W3010198470 creator A5084773061 @default.
- W3010198470 date "2020-03-06" @default.
- W3010198470 modified "2023-09-26" @default.
- W3010198470 title "Traffic Signs Detection and Recognition System using Deep Learning" @default.
- W3010198470 cites W2005016328 @default.
- W3010198470 cites W2006956748 @default.
- W3010198470 cites W2119053853 @default.
- W3010198470 cites W2129987407 @default.
- W3010198470 cites W2183341477 @default.
- W3010198470 cites W2295198236 @default.
- W3010198470 cites W2333520188 @default.
- W3010198470 cites W2817549221 @default.
- W3010198470 cites W2900757645 @default.
- W3010198470 cites W2951433694 @default.
- W3010198470 cites W2953106684 @default.
- W3010198470 cites W2963037989 @default.
- W3010198470 hasPublicationYear "2020" @default.
- W3010198470 type Work @default.
- W3010198470 sameAs 3010198470 @default.
- W3010198470 citedByCount "0" @default.
- W3010198470 crossrefType "posted-content" @default.
- W3010198470 hasAuthorship W3010198470A5000018912 @default.
- W3010198470 hasAuthorship W3010198470A5040840515 @default.
- W3010198470 hasAuthorship W3010198470A5041237307 @default.
- W3010198470 hasAuthorship W3010198470A5060067790 @default.
- W3010198470 hasAuthorship W3010198470A5077578248 @default.
- W3010198470 hasAuthorship W3010198470A5084773061 @default.
- W3010198470 hasConcept C108583219 @default.
- W3010198470 hasConcept C119857082 @default.
- W3010198470 hasConcept C120665830 @default.
- W3010198470 hasConcept C121332964 @default.
- W3010198470 hasConcept C123403432 @default.
- W3010198470 hasConcept C13280743 @default.
- W3010198470 hasConcept C134306372 @default.
- W3010198470 hasConcept C138885662 @default.
- W3010198470 hasConcept C139676723 @default.
- W3010198470 hasConcept C149635348 @default.
- W3010198470 hasConcept C150899416 @default.
- W3010198470 hasConcept C153180895 @default.
- W3010198470 hasConcept C154945302 @default.
- W3010198470 hasConcept C185798385 @default.
- W3010198470 hasConcept C192209626 @default.
- W3010198470 hasConcept C205649164 @default.
- W3010198470 hasConcept C2776151529 @default.
- W3010198470 hasConcept C2776401178 @default.
- W3010198470 hasConcept C2983860417 @default.
- W3010198470 hasConcept C2985745059 @default.
- W3010198470 hasConcept C33923547 @default.
- W3010198470 hasConcept C41008148 @default.
- W3010198470 hasConcept C41895202 @default.
- W3010198470 hasConcept C6528762 @default.
- W3010198470 hasConcept C76155785 @default.
- W3010198470 hasConcept C79403827 @default.
- W3010198470 hasConcept C81363708 @default.
- W3010198470 hasConcept C81860439 @default.
- W3010198470 hasConcept C94915269 @default.
- W3010198470 hasConceptScore W3010198470C108583219 @default.
- W3010198470 hasConceptScore W3010198470C119857082 @default.
- W3010198470 hasConceptScore W3010198470C120665830 @default.
- W3010198470 hasConceptScore W3010198470C121332964 @default.
- W3010198470 hasConceptScore W3010198470C123403432 @default.
- W3010198470 hasConceptScore W3010198470C13280743 @default.
- W3010198470 hasConceptScore W3010198470C134306372 @default.
- W3010198470 hasConceptScore W3010198470C138885662 @default.
- W3010198470 hasConceptScore W3010198470C139676723 @default.
- W3010198470 hasConceptScore W3010198470C149635348 @default.
- W3010198470 hasConceptScore W3010198470C150899416 @default.
- W3010198470 hasConceptScore W3010198470C153180895 @default.
- W3010198470 hasConceptScore W3010198470C154945302 @default.
- W3010198470 hasConceptScore W3010198470C185798385 @default.
- W3010198470 hasConceptScore W3010198470C192209626 @default.
- W3010198470 hasConceptScore W3010198470C205649164 @default.
- W3010198470 hasConceptScore W3010198470C2776151529 @default.
- W3010198470 hasConceptScore W3010198470C2776401178 @default.
- W3010198470 hasConceptScore W3010198470C2983860417 @default.
- W3010198470 hasConceptScore W3010198470C2985745059 @default.
- W3010198470 hasConceptScore W3010198470C33923547 @default.
- W3010198470 hasConceptScore W3010198470C41008148 @default.
- W3010198470 hasConceptScore W3010198470C41895202 @default.
- W3010198470 hasConceptScore W3010198470C6528762 @default.
- W3010198470 hasConceptScore W3010198470C76155785 @default.
- W3010198470 hasConceptScore W3010198470C79403827 @default.
- W3010198470 hasConceptScore W3010198470C81363708 @default.
- W3010198470 hasConceptScore W3010198470C81860439 @default.
- W3010198470 hasConceptScore W3010198470C94915269 @default.
- W3010198470 hasLocation W30101984701 @default.
- W3010198470 hasOpenAccess W3010198470 @default.
- W3010198470 hasPrimaryLocation W30101984701 @default.
- W3010198470 hasRelatedWork W2074643422 @default.
- W3010198470 hasRelatedWork W2808910047 @default.
- W3010198470 hasRelatedWork W2891641745 @default.
- W3010198470 hasRelatedWork W2906203190 @default.
- W3010198470 hasRelatedWork W2907105210 @default.