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Alon__Alon
Beginner
127 Views

mask rcnn - AssertionError: Sample supports only single input topologies

Dear Shubha,

object_detection_demo_ssd_async.py, segmentation_demo.py don't work for mask rcnn. I use openvino_2019.2.275.

I get the error "AssertionError: Sample supports only single input topologies".

I use the mask_rcnn_resnet101_atrous_coco from https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md.

 

There is any option to resolved this?

 

Alon

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3 Replies
Shubha_R_Intel
Employee
127 Views

Dear Alon, Alon,

You should be using Mask R-CNN Tensorflow Object Detection Demo for the mask_rcnn_resnet101_atrous_coco. I think maybe there is confusion between mask r-cnn and faster rcnn. It's true that object_detection_demo_ssd_async.py could work for faster rcnn in certain cases (depends on Model Optimizer output). I know that the whole Faster RCNN working with SSD samples is strange and confusing but it is fully explained in This IDZ post.

Hope it helps,

Shubha

 

Alon__Alon
Beginner
127 Views

Dear Shubha,

There is python file for Mask R-CNN Tensorflow Object Detection Demo?

 

Alon

Shubha_R_Intel
Employee
127 Views

Dear Alon, Alon

Unfortunately there is no Python version of a  Mask R-CNN  Tensorflow Object Detection Demo.

Thanks,

Shubha