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CMU-Perceptual-Computing-Lab / openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
https://cmu-perceptual-computing-lab.github.io/openpose
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Output node names #1707

Open vagi8 opened 4 years ago

vagi8 commented 4 years ago

Issue Summary

I am planning to convert your caffe model to tensorflow lite. for which i ll be needing your output node names (for the command tensorflowjs_converter ) i use caffe-tensorflow and generated a pb inference graph. when i try to put it in tensorboard/ netron, i am unable to discern the output node name. Please Help.

Executed Command (if any)

I tried output node names as the following 'import/Mconv7_stage6/BiasAdd' 'BiasAdd'

OpenPose Output (if any)

N/A

Errors (if any)

KeyError: "The name 'import/Mconv7_stage6/BiasAdd' refers to an Operation not in the graph."

Type of Issue

Your System Configuration

  1. Traceback (most recent call last): File "/home/ai/anaconda3/envs/tfjs/bin/tensorflowjs_converter", line 8, in <module> sys.exit(pip_main()) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflowjs/converters/converter.py", line 757, in pip_main main([' '.join(sys.argv[1:])]) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflowjs/converters/converter.py", line 761, in main convert(argv[0].split(' ')) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflowjs/converters/converter.py", line 744, in convert experiments=args.experiments) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflowjs/converters/tf_saved_model_conversion_v2.py", line 433, in convert_tf_frozen_model experiments=experiments) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflowjs/converters/tf_saved_model_conversion_v2.py", line 135, in optimize_graph graph.add_to_collection('train_op', graph.get_operation_by_name(name)) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflow/python/framework/ops.py", line 3798, in get_operation_by_name return self.as_graph_element(name, allow_tensor=False, allow_operation=True) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflow/python/framework/ops.py", line 3670, in as_graph_element return self._as_graph_element_locked(obj, allow_tensor, allow_operation) File "/home/ai/anaconda3/envs/tfjs/lib/python3.7/site-packages/tensorflow/python/framework/ops.py", line 3730, in _as_graph_element_locked "graph." % repr(name)) KeyError: "The name 'import/Mconv7_stage6/BiasAdd' refers to an Operation not in the graph."

  2. OpenPose version: OpenPose v1.6.0

  3. General configuration:

    • Installation mode: CMake
    • Operating system : Ubuntu 18.04.4 LTS
    • Operating system version: 18
    • Release or Debug mode: release
    • Compiler: Gcc 7.5.0

  4. Non-default settings: N/A

  5. 3rd-party software:

    • Caffe version: Default from OpenPose
    • CMake version: 3.17.0
    • OpenCV version: 3.2.0

  6. If GPU mode issue:

    • CUDA version (cat /usr/local/cuda/version.txt in most cases): 10.1.243
    • GPU model (nvidia-smi in Ubuntu): GTX 1060 6GB

  7. If CPU-only mode issue: N/A

  8. If Python API: N/A

  9. If Windows system: N/A

  10. If speed performance issue: N/A

gineshidalgo99 commented 4 years ago

Not familiar with TensorFlow, what is exactly what you need help with?

stale[bot] commented 2 years ago

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.