Los Angeles 4K - Rodeo Drive Object Detection
Hotels In Beverly Hills California: http://hotels.beverlyhills.vid....eo/Place/Beverly_Hil
Product: Google’s Tensorflow Implementation of Faster RCNN. Modified from: https://github.com/CharlesShang/TFFRCNN
Additional Info: Googles TensorFlow Object Detection API http://goto.beverlyhills.video..../googles-tensor-fow-
Autonomous Cars
An autonomous car (also known as a driverless car, auto,self-driving car,robotic car) is a vehicle that is capable of sensing its environment and navigating without human input. Many such vehicles are being developed, but as of May 2017 automated cars permitted on public roads are not yet fully autonomous. They all require a human driver at the wheel who is ready at a moment's notice to take control of the vehicle.
Autonomous cars use a variety of techniques to detect their surroundings, such as radar, laser light, GPS, odometry, and computer vision. Advanced control systems interpret sensory information to identify appropriate navigation paths, as well as obstacles and relevant signage. Autonomous cars have control systems that are capable of analyzing sensory data to distinguish between different cars on the road, which is very useful in planning a path to the desired destination.
http://goto.beverlyhills.video..../wikipedia-autonomou
Googles Tensorflow
TensorFlow is an open source software library for machine learning across a range of tasks, and developed by Google to meet their needs for systems capable of building and training neural networks to detect and decipher patterns and correlations, analogous to the learning and reasoning which humans use. It is currently used for both research and production at Google products, often replacing the role of its closed-source predecessor, DistBelief. TensorFlow was originally developed by the Google Brain team for internal Google use before being released under the Apache 2.0 open source license on November 9, 2015.
http://goto.beverlyhills.video..../wikipedia-tensorflo
Convolutional Neural Network (CNN)
In machine learning, a convolutional neural network (CNN, or ConvNet) is a type of feed-forward artificial neural network that have proven value in analyzing visual imagery.
CNNs use a variation of multilayer perceptrons designed to require minimal preprocessing. It is also known as shift invariant or space invariant artificial neural network (SIANN), based on its shared-weights architecture and translation invariance characteristics.
Convolutional networks were inspired by biological processes in which the connectivity pattern between neurons is inspired by the organization of the animal visual cortex. Individual cortical neurons respond to stimuli in a restricted region of space known as the receptive field. The receptive fields of different neurons partially overlap such that they cover the entire visual field. The response of an individual neuron to stimuli within its receptive field can be approximated mathematically by a convolution operation.
They have applications in image and video recognition, recommender systems and natural language processing.
http://goto.beverlyhills.video..../wikipedia-convoluti
Rodeo Drive
Rodeo Drive is a two-mile-long street, in Beverly Hills, California, with its southern segment in the City of Los Angeles. The name is most commonly used metonymically to refer to the three-block stretch of the street north of Wilshire Boulevard and south of Little Santa Monica Boulevard, which is known for its luxury goods stores. The larger business district surrounding Rodeo, known as the "Golden Triangle," which extends from Wilshire Boulevard to Santa Monica Boulevard, is both a shopping district and a tourist attraction.
http://goto.beverlyhills.video..../wikipedia-rodeo-dri
Beverly Hills
Beverly Hills is a city in Los Angeles County, California, United States, surrounded by the cities of Los Angeles and West Hollywood. Originally a Spanish ranch where lima beans were grown, Beverly Hills was incorporated in 1914 by a group of investors who had failed to find oil, but found water instead and eventually decided to develop it into a town. By 2013, its population had grown to 34,658. Sometimes referred to as "90210", one of its primary ZIP codes, it was home to many actors and celebrities throughout the 20th century. The city includes the Rodeo Drive shopping district and the Beverly Hills Oil Field.
http://goto.beverlyhills.video..../wikipedia-beverly-h
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