I did consider the Intel Neural Compute Stick to accelerate with OpenVINO but they're discontinued and it turns out I can get away with doing fewer detections (

I did consider the Intel Neural Compute Stick to accelerate with OpenVINO but they're discontinued and it turns out I can get away with doing fewer detections (birds, not people) by doing a pre-filter of motion detection (reduces the number of frames through OpenCV's DNN by 10x).