Tensorflow is a powerful tool for deep learning and designed to work well with big data. The tool performs computation by using a data flow graph that can be used to create machine learning models like neural networks. The nodes model mathematical operations and the graph edges between the nodes represent multidimensional arrays. Those data arrays are called tensors and used for communication between the graph nodes. It is an open source library that is freely available here.
More Information about Tensorflow
The following Video lecture provides great Details about CNNs:
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