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I'm trying to run my Caffe object detection model in a counting/tracking application. I've converted a self trained tensorflow model to a caffemodel using MMdnn conversion (prototxt file). However, when i run my script, i get the follwing error:

Traceback (most recent call last):
  File "people_counter.py", line 132, in <module>
    detections = net.forward()
cv2.error: OpenCV(4.2.0) /io/opencv/modules/dnn/src/dnn.cpp:2709: error: (-215:Assertion failed) inp.total() in function 'allocateLayers'

This issue arised after I changed the type of a DummyLayer in the prototxt to "Input" like this:

layer {
  name: "DummyData1"
  type: "Input"
  top: "DummyData1"
  dummy_data_param {
    shape {
      dim: 1
      dim: 64
      dim: 150
      dim: 150
    }
  }
}

Any suggestions on how to fix this issue?

I'm trying to run my Caffe object detection model in a counting/tracking application. I've converted a self trained tensorflow model to a caffemodel using MMdnn conversion (prototxt file). However, when i run my script, i get the follwing error:

Traceback (most recent call last):
  File "people_counter.py", line 132, in <module>
    detections = net.forward()
cv2.error: OpenCV(4.2.0) /io/opencv/modules/dnn/src/dnn.cpp:2709: error: (-215:Assertion failed) inp.total() in function 'allocateLayers'

This issue arised after I changed the type of a DummyLayer in the prototxt to "Input" like this:

layer {
  name: "DummyData1"
  type: "Input"
  top: "DummyData1"
  dummy_data_param {
    shape {
      dim: 1
      dim: 64
      dim: 150
      dim: 150
    }
  }
}

Any suggestions on how to fix this issue?

I'm trying to run my Caffe object detection model in a counting/tracking application. I've converted a self trained tensorflow model to a caffemodel using MMdnn conversion (prototxt file). However, when i run my script, i get the follwing error:

Traceback (most recent call last):
  File "people_counter.py", line 132, in <module>
    detections = net.forward()
cv2.error: OpenCV(4.2.0) /io/opencv/modules/dnn/src/dnn.cpp:2709: error: (-215:Assertion failed) inp.total() in function 'allocateLayers'

This issue arised after I changed the type of a DummyLayer in the prototxt to "Input" like this:

layer {
  name: "DummyData1"
  type: "Input"
  top: "DummyData1"
  dummy_data_param {
    shape {
      dim: 1
      dim: 64
      dim: 150
      dim: 150
    }
  }
}

Any suggestions on how to fix this issue?