Recognition Cannot Get Past Image

Which version of recognize are you using?

10.0.6

Enabled Modes

Object recognition, Face recognition

TensorFlow mode

WASM mode

Downstream App

Photos App

Which Nextcloud version do you have installed?

32.0.1

Which Operating system do you have installed?

Ubuntu 24.04

Which database are you running Nextcloud on?

Postgres?

Which Docker container are you using to run Nextcloud? (if applicable)

AIO

How much RAM does your server have?

4 GB

What processor Architecture does your CPU have?

x86

Describe the Bug

Recognize errors on one particular image, and cannot move past it. Face and Object recognition halts.

From the Nextcloud Logs:

Allowed memory size of 536870912 bytes exhausted (tried to allocate 65536 bytes) at /var/www/html/custom_apps/recognize/lib/Classifiers/Classifier.php#389
Failed to generate preview of 18666 with dimension 1024 with nextcloud preview manager: No provider successfully handled the preview generation

The above just repeats every 6 hours. Same number 18666.

Expected Behavior

Fail x number of times, put it aside, and then move on.

To Reproduce

Not sure what to tell you. The image 18666 (if I'm identifying it correctly), is quite large: a 23 MB JPG. 15,600x15,600 pixels. It's not under "Photos", is a digital drawing, and doesn't have any faces or objects to recognize.

Debug log

No response

Start at lib/Classifiers/Classifier.php around line 389 and inspect the repeated preview-generation failure for image 18666. Reproduce with the reported 23 MB, 15,600×15,600 JPG in WASM mode, then verify that a failing image is skipped after bounded retries and recognition continues.