TOTALSPACES DEFAULT NUMBER OF SPACES DRIVERS

We realized that his implementation of Mask R-CNN was something we could use with the resources available to us, especially the lower and more practical viewing angle. Each approach had issues that made it impractical to implement with the resources we had for example, most image recognition systems we looked at required a high, almost overhead, angle of view.įinally, we came across Adam Geitgey's awesome article on object detection, which introduced us to Matterport Mask R-CNN (Geitgey, 2019). We looked at various solutions, including sensors in each parking space Light Detection and Ranging (LIDAR) to count cars entering and exiting parking areas etc. One of the original Sherpas, who had been working on a similar project at Georgia Tech, suggested creating a parking management system for NASA Langley's Digital Transformation initiative, and it was approved. In addition, there are over 120 outstanding requests for proposals for city and institutional parking management (IPMI, 2019).

TOTALSPACES DEFAULT NUMBER OF SPACES DRIVERS

In 2016, drivers in New York City spent an average of 107 hours and $2243 a year looking for parking (INRIX, 2017). The use case was that finding parking is a problem for everyone. Some of them involved machine learning, and, yes, this included a parking lot project.

Demo 2 - Mask R-CNN Segmentation and DetectionĪs interns at NASA Langley, aka 'The Sherpas', we worked on a lot of projects.

Demo 1 - OpenCV Image Capture and Display.

This repository is only a demonstration of some of the concepts that I explored while I was an intern at NASA. You’ll see a helpful notification as you move between your spaces.DISCLAIMER - This repository and its contents are not endorsed by, sponsored by, affiliated with, nor associated with the National Aeronautics and Space Administration (NASA). TotalSpaces2 allows you to easily navigate between your spaces, by swiping, with hotkeys, or by just moving your mouse the the edge of the screen in the direction you wish to move. TotalSpaces2 lives in an icon in your menu bar, like this:įrom there, you can control TotalSpaces2, and access the preferences where you can set up your grid, name your spaces, and configure your desktops just how you like them. Having a grid of spaces allows you to keep a mental picture of where each of your applications is, and to navigate easily and quickly between them. Navigate using the cursor keys (by default together with SHIFT-ALT), choose your transitions, and quickly access a birds eye view of your grid of spaces where you can manage your application windows.

TotalSpaces2 provides a grid of spaces on your MacĪn easy to use 2D grid of desktops. See here for information about running TotalSpaces2 on macOS High Sierra and earlier. See here for instructions for running TotalSpaces2 on macOS Big Sur, Catalina or Mojave. TotalSpaces2 is not compatible with Apple Silicon Macs. Please read our blog post with announcement here. TotalSpaces2 was discontinued and is no longer offered for sale.

Totalspaces default number of spaces