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Chard
Beginner
126 Views

Is there any sample code for tensorflow faster_rcnn_resnet50_coco?

Hi,

I am trying to do image classification by tenserflow with Faster R-CNN and ResNet (faster_rcnn_resnet50_coco), but I can find the sample code in openVINO.

Is there any sample code that I can reference?

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4 Replies
Severine_H_Intel
Employee
126 Views

HI Chard, 

you can find how to run faster_rcnn_resnet50_coco in the documentation at the root of the software:  computer_vision_sdk_2018.2.299/deployment_tools/documentation/TensorFlowObjectDetectionFasterRCNN.html

As a precision, this model faster_rcnn_resnet50_coco is made for object detection, therefore you will need to run it with objection detection samples such as object_detection_sample_ssd after conversion with the MO.

Best, 

Severine

Chard
Beginner
126 Views

Hi Severine,

The object detection is working by running object_detection_sample_ssd, thanks.

But how to do image classification?

Image Classification Sample does not work for it.

BR,

Chard

Rosenberg__Eran
Beginner
126 Views

Hi Chard

image classification is simpler than object detection for image classification you need simpler dnn like alexnet lenet resnet squeezenet ...

In the demo you have sample of image classification with squeezenet.

126 Views

Hi,

I am using the Openvino_2020.2.120 for tensoflow, Faster RCNN. What I did was to take the code under the following path /opt/intel/openvino_2020.2.120/deployment_tools/open_model_zoo/demos/mask_rcnn_demo/ and made some small changes to make it work like Faster RCNN and ran this updated inference code using the .xml and .bin files made for Faster RCNN architecture, this worked for me.

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