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Question: How to start RE-Train for new images in training-Folder?

Open ozett opened this issue 2 years ago • 12 comments

i am filling up the train-images-folder with new images. How do i start re-training of all folder? or of a certain single folder, after coping images into it?

If i switch the dropdown to a certain "person/folder", the sync-button is still inactive. do i have to restart the whole containter for that?

face-retrain

i pulled the latest beta, but it still shows 10x. ...instead of 10.2...? image

ozett avatar Sep 05 '21 10:09 ozett

Does this issue still persist with the latest / beta build?

jakowenko avatar Sep 21 '21 19:09 jakowenko

i will check with 1.0. But i have to pull it first...hold on. i come back

ozett avatar Sep 22 '21 09:09 ozett

maybe related? i have images with training-timeout. but cannot move& train this single image. a Gui-button would be helpful.

if i use the dropdown to select a target-person other than the untrained image, this new selection disables the image and train therefore not possible.

v1.0.0-39cb3c3:latest

image

ozett avatar Sep 22 '21 10:09 ozett

Select the image, click the trash button in the top right, then you should be able to retrain it. Clicking "sync" would also try to retrain it for that preson.

jakowenko avatar Sep 22 '21 15:09 jakowenko

for clarification: i am on the the train-pages. i did like you suggested: i clicked the trash-button and the image was trashed. expectable. no more re-train. image was deleted. not really a solution... 😢

ozett avatar Sep 22 '21 16:09 ozett

Ah I guess because it was never trained with a 200 response I have logic in there to delete it.

You could've also clicked the "sync" button which would've tried to train that image again for the user.

jakowenko avatar Sep 22 '21 20:09 jakowenko

is ist possible to retrain all folder at once? ( i switched compreface to custom-image with mobilenet and i think i have to relearn all faces) now i search for this button .. 😄

ozett avatar Nov 02 '21 10:11 ozett

Right now you can retrain all the images for a single person at a time. When you select the name from the dropdown click the "sync" button to resync/retrain all the images for that person.

jakowenko avatar Nov 02 '21 13:11 jakowenko

thanks. i changed the compreface modell and wanted to compare the detection precision between the default model (facenet - i guess) and the heaviest modell (insightface, looks promising. github says it could run as tensorflow..maybe of interest for your coral experiments..) - on all my trained images.

is there an easier way to retrain all images on all faces - at once?

ozett avatar Nov 02 '21 14:11 ozett

Currently you have to retain each person at a time. I don't see that as much work though unless you have dozens of people. If you want to put in a FR to do everything at once, I can try to get to it at some point. It probably won't be a high priority item though as there's some other things I want to work on next.

jakowenko avatar Nov 02 '21 14:11 jakowenko

I will checkout that other model and project you talked about. Seems promising!

jakowenko avatar Nov 02 '21 14:11 jakowenko

i was wondering if doubl-take could use the normal compreface API for face-rec, but with different compreface-models?

do you tested this? does compreface aggregate face-recognitions form different models== "embedding" servers":3000 like they tell and show on architeture page. https://github.com/exadel-inc/CompreFace/blob/master/docs/Architecture-and-scalability.md

would make a great distributed system...

(or i have to use two instances of compreface with different models - as different detektors for doubltake).. 💇

ozett avatar Nov 02 '21 14:11 ozett