End-to-End Interpretation of the French Street Name Signs Dataset
نویسندگان
چکیده
We introduce the French Street Name Signs (FSNS) Dataset consisting of more than a million images of street name signs cropped from Google Street View images of France. Each image contains several views of the same street name sign. Every image has normalized, title case folded ground-truth text as it would appear on a map. We believe that the FSNS dataset is large and complex enough to train a deep network of significant complexity to solve the street name extraction problem “end-to-end” or to explore the design trade-offs between a single complex engineered network and multiple sub-networks designed and trained to solve sub-problems. We present such an “end-to-end” network/graph for Tensor Flow and its results on the FSNS dataset. 1
منابع مشابه
"Mazar Street" Pattern in Timurid urbanism, Based on Historical and Archaeological Documents of Herat, Samarkand, and Shahr-i Sabz Complexes
The construction and placement of tombs on either side of an inner or outer city street, and with it, the formation of decorated facades on both sides of a path, was common during the reign of the Timurids. Early in this era, Timur built a complex inside the shahr-i sabz, which consisted of a street on either side of which the Timurid courtiers built tombs for themselves and formed the body aro...
متن کاملDetection and Recognition of End-of-speed-limit and Supplementary Signs for Improved European Speed Limit Support
We present two new features for our prototype of European Speed Limit Support system: detection and recognition of end-of-speed-limit signs, as well as a framework for detection and recognition of supplementary signs located below main signs and modifying their scope (particular lane, class of vehicle, etc...). The end-of-speed-limit signs are globallyrecognized by a Multi-Layer Perceptron (MLP...
متن کاملMisleading Drugs with Street Name Temgesic and Norgesic in Hand of Iranian Drug Abusers What Are Their True Natures?
Background: The illicit vials with street name Temgesic and Norgesic has been distributed in black market of Iran in recent years. With reference to their name, one may presume that they contain the opioid Buprenorphine but there are some reports in opposition to this. True nature of these vials has been shown in the current study. Methods: All of drugs that had been apprehended by law enforce...
متن کاملAssessment of the completeness of Volunteered Geographic Information focusing on building blocks data (Case Study: Tehran metropolis)
Open Street Map (OSM) is currently the largest collection of volunteered geographic data, widely used in many projects as an alternative to or integrated with authoritative data. However, the quality of these data has been one of the obstacles to the widely use of it. In this article, from among the elements related to the quality of volunteered geographic data, we have tried to examine the com...
متن کاملClosed External End Double J Catheter as a Nephrostent in Pyeloplasty for Infants with Uretero-Pelvic Junction Obstruction
Uretero-Pelvic Junction Obstruction (UPJO) is a common congenital anomaly that may need pyeloplasty to prevent renal function deterioration. The purpose of this study was to describe a modified use of jj stent catheter in pyeloplasty for infant with UPJO. A series of 12 children, between 3 and 10 months, underwent stenting open pyeloplasty. In each patient a 6 French Foley catheter was placed w...
متن کامل