ryouchinsa / Rectlabel-support

RectLabel is an offline image annotation tool for object detection and segmentation.
https://rectlabel.com
504 stars 73 forks source link

Annotating objects and COREML results #210

Closed IzzyHibbert closed 1 year ago

IzzyHibbert commented 1 year ago

Hi.

My compliments for the product. I am evaluating the trial in order to move to pro.

I am trying to tag some signatures. I have available a model, so I

1) Connect my model to RectLabel 2) Load one image, and for that one I use my model, which works quite fine detecting one signature (bottom of the page) :

1st step with COREML

3) There are two more signatures - not detected by my model - that I need to tag 4) As soon as I create a rectangle over the signature in the mid of the page,

Mid

then my rectangle disappear and instead seems that the COREML logic applies inside of the region I tried to create, and kind of detect a small portion of an object

2nd step

The problem is that with this sequence I cannot create my additional objects anymore: as soon as I create a rectangle the COREML runs and either detects something or does not. The only possible alternative is to cancel the COREML model and repeat the steps, all, including creating a new object for the object that was detected anyway correctly by COREML.

The behavior I expected somehow was..

THANKS A LOT

ryouchinsa commented 1 year ago

Thanks for using RectLabel and writing the issue.

We understood the problem and apologize that we decreased your labeling speed. In the current version, when you loaded a Core ML model, Create Box mode is being used to auto label the cropped area. This was implemented for segmentation models.

We changed so that for box detection Core ML models, Create Box mode is used for labeling boxes manually. Today we submitted the new update to Apple. When the new update is released, we will let you know.

If you have any other requests, please let us know.

auto_label_box

IzzyHibbert commented 1 year ago

Thanks for the update ! Please inform when this is available and I will get it.

ryouchinsa commented 1 year ago

The new update version 73 was released. Please let us know your feedback.

IzzyHibbert commented 1 year ago

@ryouchinsa I downloaded the new version and tested. It works exactly as expected. Nice work. I am going to close a couple of tests before the final purchase.

IzzyHibbert commented 1 year ago

@ryouchinsa Just one thing. Could it be possible to also align the PRO version with this, so that I buy it and get the same features on ? THANKS

ryouchinsa commented 1 year ago

Thanks for testing the new update and giving us your feedback. RectLabel and RectLabel Pro have the same features. We are updating those 2 apps on the same day, basically. If you bought RectLabel Pro, you can use the same features as RectLabel. If you have any other questions, please let us know.

ryouchinsa commented 1 year ago

In the latest version, you can use "Automatic text recognition using OCR" feature on Core ML menu. Changing the confidence threshold and the language to be recognized, you can adjust the auto labeling results.

We hope this feature will help your labeling work. Please let us know your opinion.

ocr