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Table 2 Comparison of open source tools for deep learning

From: Plant diseases and pests detection based on deep learning: a review

Tools Publisher Supporting hardware Applicable interface Usability
Tensorflow Google CPU, GPU, Mobile C, Python Flexible development, portability, powerful performance, support for distributed applications
Torch/PyTorch Facebook CPU, GPU, FPGA C, Python, Lua Easy to debug and develop, support dynamic neural network, easy to expand, modularization and low learning cost
Caffe BAIR CPU, GPU Python, Matlab High readability, easy to expand, fast speed, large number of users and wide community
Theano MILA CPU, GPU Python Flexible and high performance