fujikosu / aml-keras-image-recognition Goto Github PK
View Code? Open in Web Editor NEWA sample Azure Machine Learning project for Transfer Learning-based custom image recognition by utilizing Keras.
License: MIT License
A sample Azure Machine Learning project for Transfer Learning-based custom image recognition by utilizing Keras.
License: MIT License
Adding 1 dense layers with [1024] nodes, avg pooling, relu activation.
Training 1 epochs using Optimizer SGD and LR 0.001
WARNING:tensorflow:From E:\AML\venv\lib\site-packages\tensorflow\python\ops\math_ops.py:3066: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.cast instead.
Epoch 1/1
2686/2685 [==============================] - 8169s 3s/step - loss: 5.2720 - acc: 0.0673 - val_loss: 15.5056 - val_acc: 0.0184
Saving model to outputs\models\InceptionV3_avg-1024_relu_opts-RMSprop-SGD_lr001-001-0005_wts_e1-1-1.h5
Traceback (most recent call last):
File "C:\ProgramData\Anaconda3\lib\runpy.py", line 193, in _run_module_as_main
"main", mod_spec)
File "C:\ProgramData\Anaconda3\lib\runpy.py", line 85, in _run_code
exec(code, run_globals)
File "E:\AML\train_keras.py", line 294, in
trained_model.save(model_file)
File "E:\AML\venv\lib\site-packages\keras\engine\network.py", line 1090, in save
save_model(self, filepath, overwrite, include_optimizer)
File "E:\AML\venv\lib\site-packages\keras\engine\saving.py", line 379, in save_model
f = h5dict(filepath, mode='w')
File "E:\AML\venv\lib\site-packages\keras\utils\io_utils.py", line 197, in init
'Received: {}.'.format(type(path)))
TypeError: Required Group, str or dict. Received: <class 'pathlib.WindowsPath'>.
Could you please help on this?
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