Convolutional Neural Network
A Convolutional Neural Network (CNN) is a type of deep neural network that is commonly used for image and video recognition, classification, and processing. It is designed to automatically and adaptively learn spatial hierarchies of features from input data. The key feature of CNNs is the convolutional layer, which applies a set of filters to the input data, allowing the network to learn and extract features from the data. The output of the convolutional layer is then passed through a non-linear activation function, such as ReLU, and then through a pooling layer, which reduces the spatial size of the output. This process is repeated multiple times, with each subsequent layer learning more complex features. The final output is then passed through one or more fully connected layers, which perform the classification or regression task.
Your Previous Searches
Random Picks
- Hypertext Transfer Protocol: Hypertext Transfer Protocol (HTTP) is an application protocol used for transmitting data over the World Wide Web. It is the foundation of data communication for the World Wide Web. HTTP functions as a request-response protocol in the client ... Read More >>
- Statistics: Statistics is a branch of mathematics that deals with the collection, analysis, interpretation, presentation, and organization of data. In data science, statistics plays a crucial role in understanding and making sense of data. It provides ... Read More >>
- R Programming Language: R is a programming language and software environment for statistical computing and graphics. It is widely used among statisticians and data miners for developing statistical software and data analysis. R provides a wide variety of statistic ... Read More >>
Top News
World awaits Nvidia earnings report, more on Jaguar's new moves...
Artificial intelligence chip maker Nvidia will announce its latest earnings as investors anxiously await good news. Also, Jaguar is targeting younger buyers as it prepares to release more details on i...
News Source: CBS News on 2024-11-20
US gathers allies to talk AI safety, Trump's vow to undo Biden's AI policy overs...
President-elect Donald Trump has vowed to repeal President Joe Biden’s signature artificial intelligence policy when he returns to the White House for a second term...
News Source: ABC News on 2024-11-20
Elon Musk asked people to upload their medical data to X so his AI company could...
Health care experts are worried about Grok’s potential to breach patient privacy....
News Source: Fortune on 2024-11-20
Bitcoin billionaire Barry Silbert talks about his next big bet—on ‘decentral...
Silbert will be CEO of Yuma, a new DCG subsidiary focused on the AI ecosystem tied to Bittensor blockchain....
News Source: Fortune on 2024-11-20
Chief transformation officers join the C-suite to drive innovation at speed...
Companies are grappling with a faster pace of innovation. The chief transformation officer can help across the organization....
News Source: Business Insider on 2024-11-20