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About Multi-Column Deep Neural Networks For Image Classification
1) The document describes a multi-column deep neural network (MCDNN) architecture for image classification. 2) The MCDNN combines several deep neural network (DNN) columns that are trained on differently preprocessed versions of the input images. 3) On benchmark image classification tasks like MNIST, traffic sign recognition, and CIFAR10, the MCDNN architecture achieves state-of-the-art performance, outperforming previous methods and in some cases even surpassing human-level performance.
Detailed Information
| Author: | ['Rahul Jain'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 8 |
| Language: | English |
| Format: | |
| Price: | FREE |
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