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A residual neural network (also referred to as a residual network or ResNet) [1] is a deep learning architecture in which the layers learn residual functions with reference to the layer inputs. It was developed in 2015 for image recognition , and won the ImageNet Large Scale Visual Recognition Challenge ( ILSVRC ) of that year.
Self-contained DNN Model Pre-processing and Post-processing Run-time configuration for tuning & calibration DNN model interconnect Common platform TensorFlow, Keras, Caffe, Torch: Algorithm training No No / Separate files in most formats No No No Yes ONNX: Algorithm training Yes No / Separate files in most formats No No No Yes
This is a list of software and information technology companies that are in the Fortune 500 list of the largest U.S. companies by revenue in the year of 2024. Company Type
The Forbes list for software companies includes only pure play (or nearly pure play) software companies and excludes manufacturers, consumer electronics companies, conglomerates, IT consulting firms, and computer services companies even if they have large software divisions. The top 50 companies in terms of market capitalization in the 2023 ...
Inception [1] is a family of convolutional neural network (CNN) for computer vision, introduced by researchers at Google in 2014 as GoogLeNet (later renamed Inception v1).). The series was historically important as an early CNN that separates the stem (data ingest), body (data processing), and head (prediction), an architectural design that persists in all modern
In May 2017, Google announced a software stack specifically for mobile development, TensorFlow Lite. [29] In January 2019, the TensorFlow team released a developer preview of the mobile GPU inference engine with OpenGL ES 3.1 Compute Shaders on Android devices and Metal Compute Shaders on iOS devices. [ 30 ]
A diagramming software. Google Slides: A presentation editing software. Google Sheets: A spreadsheet editing software. Map-related products Google Maps: A mapping service that indexes streets and displays satellite and street-level imagery, providing directions and local business search. Google My Maps: A social custom map making tool based on ...
Google Now, an intelligent personal assistant with a voice interface in Google's Android and Apple Inc.'s iOS, as well as Google Chrome web browser on personal computers. [35] Holmes a new AI created by Wipro. [36] Microsoft Cortana, an intelligent personal assistant with a voice interface in Microsoft's various Windows 10 editions. [37]