Showing posts with label Machine Learning. Show all posts
Showing posts with label Machine Learning. Show all posts

Sunday, 28 May 2017

The Race for Self-Driving Cars

Autonomous cars have arrived. Major automakers have been investing billions in development, while tech players like Uber and Google’s parent company have been
testing their versions in American cities.


How a Car Drives Itself


LIDAR UNIT
CAMERAS
Constantly spinning, it uses laser beams to generate a 360-degree image of the car’s surroundings.
Uses parallax from multiple 
images to find the distance to 
various objects. Cameras also 
detect traffic lights and signs, 
and help recognize moving
objects like pedestrians and 
bicyclists.

RADAR SENSORS
Measure the distance from the car to obstacles.

MAIN COMPUTER
(LOCATED IN TRUNK)
ADDITIONAL
LIDAR UNITS
Analyzes data from the sensors, and compares its stored maps to assess current conditions.
By Guilbert Gates |Source: Google | Note: Car is a Lexus model modified by Google.

Thursday, 25 May 2017

Generating Code from a Graphical User Interface Screenshot

Transforming a graphical user interface screenshot created by a designer into computer code is a typical task conducted by a developer in order to build customized software, websites and mobile applications. In this paper, we show that Deep Learning techniques can be leveraged to automatically generate code given a graphical user interface screenshot as input. Our model is able to generate code targeting three different platforms (i.e. iOS, Android and web-based technologies) from a single input image with over 77% of accuracy.





source : https://uizard.io/research#pix2code