Search found 4 matches

by VicThor
Fri Oct 16, 2020 8:31 pm
Forum: ZoneMinder 1.34.x
Topic: zmevennotification object detection on edge tpu
Replies: 17
Views: 3083

Re: zmevennotification object detection on edge tpu

Do you find it to have the same accuracy as YOLO?
Which models are you using?
by VicThor
Thu Oct 15, 2020 8:34 pm
Forum: ZoneMinder 1.34.x
Topic: zmevennotification object detection on edge tpu
Replies: 17
Views: 3083

Re: zmevennotification object detection on edge tpu

No CPU usage seems to be the same as using YOLO4 (on CPU). Maybe YOLO is really fast on Ryzen7?
by VicThor
Wed Oct 14, 2020 8:24 pm
Forum: ZoneMinder 1.34.x
Topic: zmevennotification object detection on edge tpu
Replies: 17
Views: 3083

Re: zmevennotification object detection on edge tpu

Thanks asker, will do the google :) see what I can find.
I guess I was expecting CPU load to go down heaps(not in reality) and to be more accurate OOB but yeah, bit disappointed.
by VicThor
Tue Oct 13, 2020 8:54 pm
Forum: ZoneMinder 1.34.x
Topic: zmevennotification object detection on edge tpu
Replies: 17
Views: 3083

zmevennotification object detection on edge tpu

I have an "issue" running object detection on the TPU. Compared to opencv, yolo4 detection which worked great, TPU detection misses object classification most of the times: dogs are persons or birds, bbqs are boats, persons rarely detected and so on whilst the accuracy(percentage) is halved when det...