NaeemKhan333
commented
2 years ago Thanks for the nice repository. I have used the following link for conversion
https://qiita.com/TokyoYoshida/items/68a5f77e72e48fa870e6
There are some steps that are missing or ambiguous in the given links.
https://qiita.com/TokyoYoshida/items/68a5f77e72e48fa870e6 ( Step 6 and 7 are confusing)
from coremltools.models.neural_network import datatypes
builder.add_reshape_static(name='Reshape1', input_name='grid1', output_name='output1', output_shape=(255,13,13))
builder.add_reshape_static(name='Reshape2', input_name='grid2', output_name='output2', output_shape=(255,26,26))
builder.add_reshape_static(name='Reshape3', input_name='grid3', output_name='output3', output_shape=(255,52,52))builder.spec.description.output[0].name = "output1"
builder.spec.description.output[0].type.multiArrayType.shape[0] = 255
builder.spec.description.output[0].type.multiArrayType.shape.append(13)
builder.spec.description.output[0].type.multiArrayType.shape.append(13)
builder.spec.description.output[1].name = "output2"
builder.spec.description.output[1].type.multiArrayType.shape[0] = 255
builder.spec.description.output[1].type.multiArrayType.shape.append(26)
builder.spec.description.output[1].type.multiArrayType.shape.append(26)
builder.spec.description.output[2].name = "output3"
builder.spec.description.output[2].type.multiArrayType.shape[0] = 255
builder.spec.description.output[2].type.multiArrayType.shape.append(52)
builder.spec.description.output[2].type.multiArrayType.shape.append(52)builder.spec.description.output[0].name = "output1"
builder.spec.description.output[0].type.multiArrayType.shape[0] = 255
builder.spec.description.output[0].type.multiArrayType.shape.append(13)
builder.spec.description.output[0].type.multiArrayType.shape.append(13)
builder.spec.description.output[1].name = "output2"
builder.spec.description.output[1].type.multiArrayType.shape[0] = 255
builder.spec.description.output[1].type.multiArrayType.shape.append(26)
builder.spec.description.output[1].type.multiArrayType.shape.append(26)
builder.spec.description.output[2].name = "output3"
builder.spec.description.output[2].type.multiArrayType.shape[0] = 255
builder.spec.description.output[2].type.multiArrayType.shape.append(52)
builder.spec.description.output[2].type.multiArrayType.shape.append(52)Can you guide me
- Where these steps (5 and 6) are applied
- Should we use steps 5 and 6 after conversion.
Can you guide me about it? Thanks
@TokyoYoshida Thanks for the nice app. I want to understand the conversion process of the yolov3 model into coreml format. Can you have any notebook or python script which helps in conversion and testing the app? Thank you