Simen Chen

Relate Anything Model for Object-level change detection

5

### Description new functions there is a interesting project in relationship of anything based on SAM, so I think it may help your project in Object-level change detection Relate Anything...

support importing yolo-format and voc-format and then add polygon seg label for each target label by the auto-label batch way

2

 [#demonstration-of-converting-yolo-format-to-voc-format-with-one-click](https://github.com/cnyvfang/labelGo-Yolov5AutoLabelImg#demonstration-of-converting-yolo-format-to-voc-format-with-one-click)

Access the remote free YOLO detection api provided by the https://ultralytics.com

5

Yolov8 officially provides free running platform https://ultralytics.com If the dataset can be uploaded online, there is no strong confidentiality requirement. You can upload it to the official platform of yolov8,...

I create a fork with english translation: https://github.com/BioMeasure/labelimgup

https://github.com/wufan-tb/AutoLabelImg

Support fine-tuning the corner points of automatically annotated polygons

1

When annotating objects with unclear edges, the corner points of the polygons may not align well with the object's edges, requiring fine adjustments. Currently, I suggest implementing a refinement feature....

When using a low-precision model to annotate objects with unclear edges or shadows, the automatically generated annotation boxes often fall mostly or entirely within the interior of the object's edges....

[feature require] auto create point prompt for subcellular structure insider cell, such as Dense liposomes

3

 A fine-tuned parameter bar in UI to tune opencv's algorithm to find the region of the image with the densest pixels, which is then used as the point prompt.