Could not load weights for finetune (likely because you are finetuning a previously finetuned network). Attempting to finetune from a full finetune model file.

[yuan0821]

Hi.
I try to use a pre-trained 3 camera weights.:[https://www.dropbox.com/s/2fama0q45sdzwfj/weights_multigpu.30-0.00002.hdf5?dl=0] to finetune our data. I have 150 frames hand-labeled COM file, trained COM from scratch, and completed com-predict.
Now I performed dannce-train with 30-frames hand labels and trained from finetuning network using pre-trained 3 camera weight. the weight loading error occurs, could you please help to fix it? Thank you.
dannce_config_907.txt
io.txt

`Correcting mismatch in layer name, model: image_input, weights: input_1
Could not load weights for finetune (likely because you are finetuning a previously finetuned network). Attempting to finetune from a full finetune model file.
Traceback (most recent call last):
File "f:\dannce\dannce\interface.py", line 1120, in dannce_train
*fargs
File "f:\dannce\dannce\engine\nets.py", line 1129, in finetune_AVG
model = renameLayers(model, weightspath)
File "f:\dannce\dannce\engine\nets.py", line 1348, in renameLayers
model.load_weights(weightspath, by_name=True)
File "E:\Anaconda3_202111\envs\dannce\lib\site-packages\tensorflow\python\keras\engine\training.py", line 2319, in load_weights
f, self.layers, skip_mismatch=skip_mismatch)
File "E:\Anaconda3_202111\envs\dannce\lib\site-packages\tensorflow\python\keras\saving\hdf5_format.py", line 768, in load_weights_from_hdf5_group_by_name
layer, weight_values, original_keras_version, original_backend)
File "E:\Anaconda3_202111\envs\dannce\lib\site-packages\tensorflow\python\keras\saving\hdf5_format.py", line 404, in preprocess_weights_for_loading
weights[0] = np.transpose(weights[0], (3, 2, 0, 1))
File "<array_function internals>", line 6, in transpose
File "E:\Anaconda3_202111\envs\dannce\lib\site-packages\numpy\core\fromnumeric.py", line 653, in transpose
return _wrapfunc(a, 'transpose', axes)
File "E:\Anaconda3_202111\envs\dannce\lib\site-packages\numpy\core\fromnumeric.py", line 58, in _wrapfunc
return bound(*args, **kwds)
ValueError: axes don't match array

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "E:\Anaconda3_202111\envs\dannce\Scripts\dannce-train-script.py", line 33, in
sys.exit(load_entry_point('dannce', 'console_scripts', 'dannce-train')())
File "f:\dannce\dannce\cli.py", line 66, in dannce_train_cli
dannce_train(params)
File "f:\dannce\dannce\interface.py", line 1126, in dannce_train
*fargs
File "f:\dannce\dannce\engine\nets.py", line 1205, in finetune_fullmodel_AVG
for layer in model.layers[1].layers:
AttributeError: 'Conv3D' object has no attribute 'layers'`

[spoonsso]

Duplicate of #129 ?