Skip to content

Object Detection example, help  #35

@ThomasLengeling

Description

@ThomasLengeling

I am trying to use the image classifier class for object detection (https://github.com/tensorflow/models/tree/master/research/object_detection)

But I am having problems loading the model, I am not quite sure how to change the image classifier to be able to detect objects. I am using the pertained models from https://github.com/GoogleCloudPlatform/tensorflow-object-detection-example and modifying the code from the ImageClasigierr example.

I am trying to follow this code which computes a tensorflow object detection model.
tensorflow/models#1741

but I am getting an error when loading the model and this part of the code
https://github.com/memo/ofxMSATensorFlow/blob/512a6e9a929e397c0bddf8bf86ea7521a22dd593/src/ofxMSATFImageClassifier.cpp#L168

[ error ] ofxMSATensorFlow: Error during running. Check console for details.
  settings.image_dims = {299, 299, 3};
  settings.itensor_dims = {1, 299, 299, 3};
  settings.model_path = "models/frozen_inference_graph.pb";
  settings.labels_path = "models/tensorflow_apple.txt";

  settings.input_layer_name = "image_tensor:0";
  settings.output_layer_name = {"detection_boxes:0", "detection_scores:0",
                                "detection_classes:0", "num_detections:0"};
  settings.dropout_layer_name = "";
  settings.varconst_layer_suffix = "";
  settings.norm_mean = 0.0f;
  settings.norm_stddev = 255.0f;

any suggestions?

I very much appreciate your time for this great addon.

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions