For Halloween I used an orangepi (cause of cost, but would not recommend due to support) to install an LCD eye in a skeleton that tracks people using a object detection model. Additionally it’s setup with some voice commands/interactions.
Overall that means holding 3+ ML models in ram (yolo, whisper, Vad, etc.). That basically uses up all the RAM I have and before optimizations was actually causing the chip to overheat (was able to fix that, but still hits the cpu pretty hard).
For Halloween I used an orangepi (cause of cost, but would not recommend due to support) to install an LCD eye in a skeleton that tracks people using a object detection model. Additionally it’s setup with some voice commands/interactions.
Overall that means holding 3+ ML models in ram (yolo, whisper, Vad, etc.). That basically uses up all the RAM I have and before optimizations was actually causing the chip to overheat (was able to fix that, but still hits the cpu pretty hard).