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Lego Brick Image classification running on Jetson Nano using Tensorflow with mobilenetv2

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Archive of stories published by Lego Brick Image classification running on Jetson Nano using Tensorflow with mobilenetv2

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Alejandro J Rod in Lego Brick Image classification running on Jetson Nano using Tensorflow with mobilenetv2

Tensorflow implementation of lego bricks image classifier using mobilenetv2

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Alejandro J Rod in Lego Brick Image classification running on Jetson Nano using Tensorflow with mobilenetv2

Part I- Lego bricks dataset preprocessing

This post shows the selection and processing for an image dataset to be used on an application on a Jetson nano.

We wanted to create a Deep Learning model using CNN that were capable of sorting Lego Bricks by image classification…

Alejandro J Rod in Lego Brick Image classification running on Jetson Nano using Tensorflow with mobilenetv2

Part III -Lego Brick Image Classifier implementation on Jetson Nano

We now implement the classifier on a Jetson Nano. NVIDIA Jetson NanoDeveloper Kit is a small, powerful computer that lets you run multiple neural networks in parallel for applications like image classification…

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Lego Brick Image classification running on Jetson Nano using Tensorflow with mobilenetv2

The project consisted of taking a mobilenetv2 model on Tensorflow and retraining it for a lego brick dataset of six classes to be deployed on a Jetson nano

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Alejandro J Rod

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