The TensorFlow team recommends cross-compiling a Python wheel (a type of binary Python package) for Raspberry Pi [1]. For example, you can build a TensorFlow wheel for a 32-bit or 64-bit ARM processor on a computer running an x86 CPU instruction set.
Read moreCan you use TensorFlow on Raspberry Pi?
You can execute TensorFlow on a Raspberry Pi 4 , but don’t expect miracles. It can run your models, if not too complex, but it will not be able to train new models. Nor can it perform the so-called transfer learning.12 Ara 2021
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