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Currently, the best source for nationwide LiDAR availability from public sources is the United States Interagency Elevation Inventory (USIEI). [1] The USIEI is a collaborative effort of NOAA and the U.S. Geological Survey, with contributions from the Federal Emergency Management Agency, the Natural Resources Conservation Service, the US Army Corps of Engineers, and the National Park Service.
A national lidar dataset refers to a high-resolution lidar dataset comprising most—and ideally all—of a nation's terrain. Datasets of this type typically meet specified quality standards and are publicly available for free (or at nominal cost) in one or more uniform formats from government or academic sources.
Mactracker is a freeware application containing a complete database of all Apple hardware models and operating system versions, created and actively developed by Ian Page. The database includes, but is not limited to, the Lisa (under its later name, Macintosh XL), Classic Macintosh (1984–1996), printers, scanners, QuickTake digital cameras, iSight, iPod, iPhone, iPad, Apple Watch, AirPort ...
Without a continual flow of labeled data, bottlenecks can occur and the algorithm will slowly get worse and add risk to the system. It's why labeled data is so critical for companies like Zoox ...
The LAS (LASer) format is a file format designed for the interchange and archiving of lidar point cloud data. It is an open, binary format specified by the American Society for Photogrammetry and Remote Sensing (ASPRS). The format is widely used [1] and regarded as an industry standard for lidar data. [2] [3]
Velodyne Lidar is a Silicon Valley–based lidar technology company, headquartered in San Jose, California. It was spun off from Velodyne Acoustics in 2016. [ 3 ] As of July 2020, the company has had about 300 customers. [ 4 ]
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Lidar has a wide range of applications; one use is in traffic enforcement and in particular speed limit enforcement, has been gradually replacing radar since 2000. [1] Current devices are designed to automate the entire process of speed detection, vehicle identification, driver identification and evidentiary documentation.