The answer is, yes! TensorFlow Lite on Raspberry Pi 4 can achieve performance comparable to NVIDIA’s Jetson Nano at a fraction of the dollar and power cost.
Read moreWhat is Tflite runtime?
Compiled TensorFlow lite runtime . This interpreter-only package is a fraction the size of the full TensorFlow package and includes the bare minimum code required to run inferences with TensorFlow Lite—it includes only the tf. lite.
Read moreHow does TensorFlow Lite work?
How it works
Read moreCan TensorFlow be used for object detection?
TensorFlow Object Detection API. The TensorFlow object detection API is the framework for creating a deep learning network that solves object detection problems. There are already pretrained models in their framework which they refer to as Model Zoo.
Read moreHow do I run TensorFlow on Raspberry Pi?
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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