tensorflow / tensorflow/models
rfcn_resnet101_coco model optimize issue
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Since Jun 22, 2020.
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Description
Hi, I have succeeded in optimizing rfcn_resnet101_coco_2018_01_28(downloaded from model zoo) to IR when I use the following command:
/opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/mo_tf.py --input_model frozen_inference_graph2018.pb --tensorflow_use_custom_operations_config /opt/intel/computer_vision_sdk/deployment_tools/model_optimizer/extensions/front/tf/rfcn_support.json --tensorflow_object_detection_api_pipeline_config pipeline.config --reverse_input_channels --data_type=FP32 --input_shape=[1,600,600,3]
While, I reuse the command to optimize rfcn_resnet101_coco_11_06_2017 (downloaded from Tensorflow Object Detection API) to IR, I got the this ERROR:
[ ERROR ] Exception occurred during running replacer "ObjectDetectionAPIDetectionOutputReplacement" (<class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'>): Found the following nodes '[]' with name 'proposals' but there should be exactly 1. Looks like ObjectDetectionAPIProposalReplacement replacement didn't work.
I tried diffetent rfcn_support_api.json files(v1.10, v1.13)， still got this ERROR.
Anyone could help me solve this issue ?
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