Hello.
I encounter this error when I tried MMSegmentation from API for Python using Jupyter Notebook.
I imported necessary libraries, define data normally
import os
from pathlib import Path
import arcgis
from arcgis.gis import GIS
from arcgis.learn import MMSegmentation, prepare_data
import torch
torch.cuda.set_device(0)
data_path = r'mypath\\TD_384x384' (omit here)
data = prepare_data(path=data_path,
chip_size=384,
val_split_pct=0.2,
batch_size=8,
transform=None,
seed=42,
working_dir=r'mypath\\temp' (omit here)
)
And then define model
# Define model
#cfg = r'D:\mmsegmentation\configs\mask2former\mask2former_swin-l-in22k-384x384-pre_8xb2-90k_cityscapes-512x1024.py'
#wts = r'D:\mmsegmentation\mask2former\mask2former_swin-l-in22k-384x384-pre_8xb2-90k_cityscapes-512x1024_20221202_141901-28ad20f1.pth'
model = MMSegmentation.model(data=data,
model='mask2former',
#weights=wts
)
it showed error
AttributeError Traceback (most recent call last)
Cell In[12], line 4
1 # Define model
2 #cfg = r'D:\mmsegmentation\configs\mask2former\mask2former_swin-l-in22k-384x384-pre_8xb2-90k_cityscapes-512x1024.py'
3 #wts = r'D:\mmsegmentation\mask2former\mask2former_swin-l-in22k-384x384-pre_8xb2-90k_cityscapes-512x1024_2022...'
----> 4 model = MMSegmentation.model(data=data,
5 model='mask2former',
6 #weights=wts
7 )
AttributeError: type object 'MMSegmentation' has no attribute 'model' I found it is really strange, why there is no attribute 'model' for object 'MMSegmentation'?
Event I tried to define the model manually, the same error occured.
I ran ArcGIS Pro 3.4 on Windows 11; I have trained many model with Notebook before, so I don't think I have any problems with the Deep Learning Library of ArcGIS Pro.
