8000 GitHub - adafruit/rpi-vision: Tools and examples for getting started with object detection + classification tasks on Raspberry Pi, using Tensorflow 2.0 and Keras. Associated Learn Guide: https://learn.adafruit.com/running-tensorflow-lite-on-the-raspberry-pi-4
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Tools and examples for getting started with object detection + classification tasks on Raspberry Pi, using Tensorflow 2.0 and Keras. Associated Learn Guide: https://learn.adafruit.com/running-tensorflow-lite-on-the-raspberry-pi-4

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RPI Vision

Deep object detection on a Raspberry Pi using Tensorflow & Keras.

Materials

Install Dependencies (on Raspberry Pi)

Follow the guide in our Learn System https://learn.adafruit.com/running-tensorflow-lite-on-the-raspberry-pi-4

Running a trainer (GPU Accelerated)

pip install -r trainer.requirements.txt

Analyzing via Tensorboard

tensorboard --logdir gs://my-gcs-bucket/my-model/logs/

References

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Tools and examples for getting started with object detection + classification tasks on Raspberry Pi, using Tensorflow 2.0 and Keras. Associated Learn Guide: https://learn.adafruit.com/running-tensorflow-lite-on-the-raspberry-pi-4

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