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Alaya: High-quality Data Is the Future of AI

Alaya: High-quality Data Is the Future of AI
coinspeaker.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from coinspeaker.com Daily Mail and Mail on Sunday newspapers.

Enda Wu , Swarm Intelligence , Social Commerce ,

Insights from 5 Experts on the Potential of Artificial Intelligence to Match Human Intelligence

The artificial intelligence landscape has changed in recent years, and what began in the public eye as a thriving field with promising applications has ....

Noor Gilani , Paul Formosa , Marcel Schart , Christina Maher , Dana Razazdejan , Technology Editor , Artificial Intelligence , Swarm Intelligence , General Intelligence ,

"Data Augmentation for Small Sample Iris Image Based on a Modified Spar" by Qi Xiong, Xinman Zhang et al.

Training convolutional neural networks (CNN) often require a large amount of data. However, for some biometric data, such as fingerprints and iris, it is often difficult to obtain a large amount of data due to privacy issues. Therefore, training the CNN model often suffers from specific problems, such as overfitting, low accuracy, poor generalization ability, etc. To solve them, we propose a novel image augmentation algorithm for small sample iris image in this article. It is based on a modified sparrow search algorithm (SSA) called chaotic Pareto sparrow search algorithm (CPSSA), combined with contrast limited adaptive histogram equalization (CLAHE). The CPSSA is used to search for a group of clipping limit values. Then a set of iris images that satisfies the constraint condition is produced by CLAHE. In the fitness function, cosine similarity is used to ensure that the generated images are in the same class as the original one. We select 200 categories of iris images from the CASIA-I ....

Equal Error Rate , Data Augmentation , Iris Images , Small Sample , Parrow Search Algorithm , Swarm Intelligence ,