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Computer vision based ML training data generation tool :rocket:

Home Page: https://myvision.ai

License: GNU General Public License v3.0

JavaScript 81.83% HTML 7.48% CSS 10.69%
ml machine-learning computer-vision object-detection training-data annotation labelling annotation-tool coco vgg tensorflow yolo model vision image-annotation label labeling-tool tagging image ai

myvision's Issues

Support COCO Segmentation with RLE format

Hello!

Do you have plans on implementing a support for COCO RLE format annotations and not only polygons?

{"segmentation": {"counts": [], "size": []}}

Also if it is not your priorities, any suggestions how would you go to implement such a feature in terms of your apps architecture?

Thank you for all the work till now.

Issue with drag & drop

Sometimes when I select a new image and accidentaly drag and drop, the application tends to freeze.

"New Bounding box" tool writes segmentation polygons in incorrect format for COCO JSON

Noticed this when pycocotools started complaining.

Data format page for COCO (section 1 - Object Detection) mentions that for detection tasks, segmentation field in annotation object must be either RLE or [polygon]:

"segmentation": RLE or [polygon],

Looks like a polygon itself is a list of vertices (however, i could not find any specification on that).

If we take a look at the annotated picture and its json annotation file, we see that segmentation field for annotation with id=0 (made with Bounding box tool) is a list of floats, but for annotation with id=1 (made with Polygon tool) is a list of lists.

from-myvision
json-pic

Here is the zip with json file - the result of COCO JSON import.
annotations.zip

Could you check this out?

Change of class numbers

I auto-annotated a sample image using COCO-SSD pretrained model.
The default class numbers are 0,1,2 for dog, bicycle and car.

How can I change the default class numbers ?

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