Datastore Mask R-CNN for kidney segmentation

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Odo Luo
Odo Luo el 2 de Abr. de 2022
Comentada: Odo Luo el 11 de Abr. de 2022
I have
  • several CT images 512x512 with normalized values between 0 and 1. Basically 2dimensional black white images
  • Kidney labels for each images with 0 or 1
  • for each image 2 boxes with x,y,height, width (for each kidney of the human)
  • and the labels I could generate (always 'kidney' I guess?)
How do I generate a datastore to train the network, as described here under "Create Datastore":
They convert it somehow from some MAT files with some custom function, hence I do not know how to assemble my own training data into a data store

Respuesta aceptada

Prince Kumar
Prince Kumar el 6 de Abr. de 2022
Hi,
Please read the "Create Datastore that Reads Data" section from the following documentation.
You can also read Datastores for deep learning for more understanding.
Hope this helps!
  3 comentarios
Prince Kumar
Prince Kumar el 7 de Abr. de 2022
I think you are not preparing the data properly.
Try to prepare the boxLabelDatastore properly. You can check the examples here : link
Then try to create combine the image datastore and box label datastore.
Odo Luo
Odo Luo el 11 de Abr. de 2022
Thank you for your help!
I have a more concrete question regarding the image datastore and made a seperate question!
But you put me on the right track, lots of thanks!

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