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Convolutional Neural Networks
- Source :
- TensorFlow 2.x in the Colaboratory Cloud ISBN: 9781484266489
- Publication Year :
- 2021
- Publisher :
- Apress, 2021.
-
Abstract
- With feedforward neural networks, we achieved good training performance with MNIST and Fashion-MNIST datasets. But images in these datasets are simple and centered within the input space that contains them. That is, they are centered within the pixel matrix that holds them. Input space is all the possible inputs to a model.
- Subjects :
- Computer science
business.industry
Computer Science::Neural and Evolutionary Computation
Pattern recognition
Space (mathematics)
Convolutional neural network
ComputingMethodologies_PATTERNRECOGNITION
Simple (abstract algebra)
Computer Science::Computer Vision and Pattern Recognition
Feedforward neural network
Pixel matrix
Artificial intelligence
business
Training performance
MNIST database
Subjects
Details
- ISBN :
- 978-1-4842-6648-9
- ISBNs :
- 9781484266489
- Database :
- OpenAIRE
- Journal :
- TensorFlow 2.x in the Colaboratory Cloud ISBN: 9781484266489
- Accession number :
- edsair.doi...........9249d609020e7bd1bd6f0d1293df3c4b
- Full Text :
- https://doi.org/10.1007/978-1-4842-6649-6_7