boyddensmore
commented
2 years ago My minimum confidence for grouping is 0.9, here is a breakdown of the confidence for these images. Interesting that many faces have a confidence greater than 1.
select round(confidence, 2), count(*)
from oc_facerecog_images images
left join oc_facerecog_faces faces on faces.image = images.id
left join oc_facerecog_persons persons on persons.id = faces.person
left join oc_filecache files on files.fileid = images.file
where persons.name is null
and persons.user = 'boyd'
group by round(confidence, 2)
order by round(confidence, 2) asc+----------------------+----------+
| round(confidence, 2) | count(*) |
+----------------------+----------+
| 0.00 | 13 |
| 0.01 | 20 |
| 0.02 | 15 |
| 0.03 | 15 |
| 0.04 | 12 |
| 0.05 | 22 |
| 0.06 | 11 |
| 0.07 | 20 |
| 0.08 | 14 |
| 0.09 | 14 |
| 0.10 | 17 |
| 0.11 | 20 |
| 0.12 | 18 |
| 0.13 | 14 |
| 0.14 | 15 |
| 0.15 | 13 |
| 0.16 | 17 |
| 0.17 | 15 |
| 0.18 | 20 |
| 0.19 | 15 |
| 0.20 | 25 |
| 0.21 | 19 |
| 0.22 | 14 |
| 0.23 | 18 |
| 0.24 | 13 |
| 0.25 | 13 |
| 0.26 | 15 |
| 0.27 | 20 |
| 0.28 | 11 |
| 0.29 | 24 |
| 0.30 | 23 |
| 0.31 | 14 |
| 0.32 | 15 |
| 0.33 | 16 |
| 0.34 | 22 |
| 0.35 | 23 |
| 0.36 | 20 |
| 0.37 | 20 |
| 0.38 | 25 |
| 0.39 | 13 |
| 0.40 | 16 |
| 0.41 | 21 |
| 0.42 | 27 |
| 0.43 | 24 |
| 0.44 | 13 |
| 0.45 | 13 |
| 0.46 | 21 |
| 0.47 | 27 |
| 0.48 | 21 |
| 0.49 | 13 |
| 0.50 | 16 |
| 0.51 | 18 |
| 0.52 | 10 |
| 0.53 | 22 |
| 0.54 | 16 |
| 0.55 | 16 |
| 0.56 | 19 |
| 0.57 | 28 |
| 0.58 | 23 |
| 0.59 | 22 |
| 0.60 | 26 |
| 0.61 | 23 |
| 0.62 | 24 |
| 0.63 | 19 |
| 0.64 | 30 |
| 0.65 | 15 |
| 0.66 | 26 |
| 0.67 | 28 |
| 0.68 | 27 |
| 0.69 | 35 |
| 0.70 | 27 |
| 0.71 | 28 |
| 0.72 | 29 |
| 0.73 | 25 |
| 0.74 | 40 |
| 0.75 | 26 |
| 0.76 | 27 |
| 0.77 | 22 |
| 0.78 | 32 |
| 0.79 | 33 |
| 0.80 | 23 |
| 0.81 | 38 |
| 0.82 | 37 |
| 0.83 | 51 |
| 0.84 | 29 |
| 0.85 | 53 |
| 0.86 | 32 |
| 0.87 | 41 |
| 0.88 | 49 |
| 0.89 | 45 |
| 0.90 | 63 |
| 0.91 | 33 |
| 0.92 | 42 |
| 0.93 | 34 |
| 0.94 | 35 |
| 0.95 | 50 |
| 0.96 | 54 |
| 0.97 | 76 |
| 0.98 | 73 |
| 0.99 | 88 |
| 1.00 | 137 |
| 1.01 | 138 |
| 1.02 | 174 |
| 1.03 | 220 |
| 1.04 | 289 |
| 1.05 | 321 |
| 1.06 | 304 |
| 1.07 | 258 |
| 1.08 | 193 |
| 1.09 | 138 |
| 1.10 | 116 |
| 1.11 | 76 |
| 1.12 | 58 |
| 1.13 | 62 |
| 1.14 | 37 |
| 1.15 | 20 |
| 1.16 | 25 |
| 1.17 | 11 |
| 1.18 | 15 |
| 1.19 | 12 |
| 1.20 | 9 |
| 1.21 | 1 |
| 1.22 | 1 |
| 1.23 | 2 |
| 1.24 | 3 |
| 1.25 | 1 |
| 1.26 | 1 |
+----------------------+----------+Also, only 54 images have errors.
MariaDB [nextcloud]> select count(*) from oc_facerecog_images where error is not null;
+----------+
| count(*) |
+----------+
| 54 |
+----------+
guystreeter
matiasdelellis
Hi! Thanks for all the awesome work you've put into this. Having an easier way to see the faces of my loved ones has been incredibly positive for me.
Expected behaviour
I should be prompted to name all unknown faces for my user.
Actual behaviour
I am prompted for many faces but there are about 30% of faces that are unknown but I'm not prompted for a name. I've made VERY sparing use of Ignore, probably about 15 times for those 30,000 images for roughly 2-3 faces each.
Steps to reproduce
This is the query I'm running:
Server configuration
Operating system: RaspberryOS, Bullseye (Linux 5.10.103-v8+ aarch64)
Pdlib version: 1.0.2
How is DLib installed: Make sure it is working correctly with this tool
How is PDlib installed: Make sure it is working correctly with this tool Compiled manually
PHP version: 8.0.1
Web server: Apache2
Database: MySQL (MariaDB)
Nextcloud version: 23.0.2
Logs
Background task log with debug.
sudo -u apache php occ -vvv face:background_job
``` 1/10 - Executing task CheckRequirementsTask (Check all requirements) 2/10 - Executing task CheckCronTask (Check that service is started from either cron or from command) 3/10 - Executing task LockTask (Acquire lock so that only one background task can run) 4/10 - Executing task DisabledUserRemovalTask (Purge all the information of a user when disable the analysis.) 5/10 - Executing task StaleImagesRemovalTask (Crawl for stale images (either missing in filesystem or under .nomedia) and remove them from DB) 6/10 - Executing task CreateClustersTask (Create new persons or update existing persons) Clusters already exist, estimated there is no need to recreate them 7/10 - Executing task AddMissingImagesTask (Crawl for missing images for each user and insert them in DB) 8/10 - Executing task EnumerateImagesMissingFacesTask (Find all images which don't have faces generated for them) 9/10 - Executing task ImageProcessingTask (Process all images to extract faces) NOTE: Starting face recognition. If you experience random crashes after this point, please look FAQ at https://github.com/matiasdelellis/facerecognition/wiki/FAQ 10/10 - Executing task UnlockTask (Release obtained lock) ```