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Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Wed Dec 30, 2020 9:33 pm
by asker
The new version of ES support model chaining as well as inspecting multiple frames in an event.
I am looking for folks to:
1. Update to the new ES
2. Test if current operation works without making any config changes (that is, new code with old functionality)
3. Test new functionality.
Specifically, I want to know if folks update to the new ES and face any errors (without making changes to config)
Steps are here:
https://github.com/pliablepixels/zmeven ... -749162186
Would appreciate feedback
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Thu Dec 31, 2020 11:59 am
by Magic919
I'm in.
Have pulled and installed latest. No othe changes, just a restart of ZMES.
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Thu Dec 31, 2020 1:52 pm
by asker
Magic919 wrote: ↑Thu Dec 31, 2020 11:59 am
I'm in.
Have pulled and installed latest. No othe changes, just a restart of ZMES.
Thanks! I've added the following note to Part I - when you test with no changes:
Specifically, make sure all your objectconfig changes you might have implemented earlier, like monitor specific waits, detection_pattern etc. continue to work with the changed values
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Sat Jan 02, 2021 2:36 pm
by Magic919
I haven't seen a single known face since the upgrade. Deleted my old faces.dat, but no help. Trying to retrain threw an error.
Tried it against an old alarm that 'knew' my face and got
Code: Select all
01/02/21 14:27:40 zmesdetect_mm9[3746936] FAT zm_detect.py:860 [Unrecoverable error:int() can't convert non-string with explicit base Traceback:Traceback (most recent call last):
File "/var/lib/zmeventnotification/bin/zm_detect.py", line 857, in <module>
main_handler()
File "/var/lib/zmeventnotification/bin/zm_detect.py", line 348, in main_handler
m = face.Face(logger=g.logger, options=g.config, upsample_times=g.config['face_upsample_times'],
File "/usr/local/lib/python3.8/dist-packages/pyzm/ml/face.py", line 92, in __init__
train.FaceTrain(options=self.options).train()
File "/usr/local/lib/python3.8/dist-packages/pyzm/ml/face_train.py", line 35, in train
num_jitters = int(self.options.get('face_num_jitters'),0)
TypeError: int() can't convert non-string with explicit base
]
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Sat Jan 02, 2021 4:00 pm
by asker
whoops - fixed in 0.3.19 pyzm
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Sat Jan 02, 2021 4:09 pm
by Magic919
Ok, just trained faces successfully. Will check on alarms shortly.
Thanks.
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Sun Jan 03, 2021 3:33 pm
by Magic919
I've emailed over some debug as I'm still getting the unknown faces, even on old events that showed as known.
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Mon Jan 04, 2021 8:02 am
by Magic919
Thanks for the rapid fix, back on track now.
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Mon Jan 04, 2021 6:59 pm
by tsp84
Upgrading to pyzm 0.3.19 fixes that face detection error?
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Mon Jan 04, 2021 7:08 pm
by Magic919
Yes, it did.
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Tue Jan 05, 2021 4:32 pm
by warcanoid
How to fix this, have same erro with object in docker?
Code: Select all
root@16faf02ec93a:/# pip3 install pyzmq 0.3.19
Requirement already satisfied: pyzmq in /usr/local/lib/python3.8/dist-packages (20.0.0)
ERROR: Could not find a version that satisfies the requirement 0.3.19 (from versions: none)
ERROR: No matching distribution found for 0.3.19
Code: Select all
2021-01-05 17:31:22 zmesdetect_m5 1231 FAT Unrecoverable error:'ml_sequence' Traceback:Traceback (most recent call last): File "/var/lib/zmeventnotification/bin/zm_detect.py", line 531, in <module> main_handler() File "/var/lib/zmeventnotification/bin/zm_detect.py", line 295, in main_handler if g.config['ml_sequence'] and g.config['use_sequence'] == 'yes':KeyError: 'ml_sequence' zm_detect.py 534
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Tue Jan 05, 2021 5:06 pm
by Magic919
It’s not pyzmq.
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Tue Jan 05, 2021 5:17 pm
by warcanoid
added new config for ES in objectconfig.ini:
[ml]
use_sequence = yes
disable_locks= no
stream_sequence = {
'frame_strategy': 'most_models',
'frame_set': 'snapshot,alarm',
'contig_frames_before_error': 5,
'max_attempts': 3,
'sleep_between_attempts': 4,
'resize':800
}
ml_sequence= {
'general': {
'model_sequence': 'object'
},
'object': {
'general':{
'pattern':'(car|truck|bicycle|motorbike|bus|person|dog|cat)',
'same_model_sequence_strategy': 'first' # also 'most', 'most_unique's
},
'sequence': [{
# YoloV4 on GPU if TPU fails (because sequence strategy is 'first')
'object_config':'{{base_data_path}}/models/yolov4/yolov4.cfg',
'object_weights':'{{base_data_path}}/models/yolov4/yolov4.weights',
'object_labels': '{{base_data_path}}/models/yolov4/coco.names',
'object_min_confidence': 0.3,
'object_framework':'opencv',
'object_processor': 'gpu'
}]
}
Also tried to disable use_sequence: no, but dont work.
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Tue Jan 05, 2021 5:38 pm
by Magic919
Did you do the update of pyzm?
Re: Need testers for ES code (multiple model chaining/ arbitrary frames)
Posted: Tue Jan 05, 2021 9:42 pm
by warcanoid
yes