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Automation, sensing and robotics • Can Rasberry Pi Zero 2W be used for Computer Vision

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Hey I have some questions regarding Rasberry Pi Zero 2W which I am looking to use with Logitech C270 Cam for both face and hand gesture detection.

My plan is I will train a light weight custom CNN model for face and hand gesture detection on google colab with my dataset. And after training the model I will save the model.keras file and later convert that to .tflite extension and will use that file inside my Rasberry Pi Zero 2W for futher computation and detection.

I want to know if its possible and what is the possible inference time I can get during the detection?

If anyone have tried this combo or something similar please let me know! I need some help on this. Thanks in Advance!

Statistics: Posted by Tashin — Fri Jan 09, 2026 9:30 am — Replies 3 — Views 219



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