erechtheus / geolocation Goto Github PK

Hi,

when I tried to run the predictText.py script, I get this exception:

Traceback (most recent call last): File "/home/virostatiq/PycharmProjects/keras-geolocation/predictText.py", line 38, in <module> textBranch = load_model('models/textBranchNorm.h5') File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/engine/saving.py", line 419, in load_model model = _deserialize_model(f, custom_objects, compile) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/engine/saving.py", line 225, in _deserialize_model model = model_from_config(model_config, custom_objects=custom_objects) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/engine/saving.py", line 458, in model_from_config return deserialize(config, custom_objects=custom_objects) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/layers/__init__.py", line 55, in deserialize printable_module_name='layer') File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/utils/generic_utils.py", line 145, in deserialize_keras_object list(custom_objects.items()))) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/engine/sequential.py", line 301, in from_config model.add(layer) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/engine/sequential.py", line 165, in add layer(x) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/engine/base_layer.py", line 431, in __call__ self.build(unpack_singleton(input_shapes)) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/layers/embeddings.py", line 109, in build dtype=self.dtype) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/legacy/interfaces.py", line 91, in wrapper return func(*args, **kwargs) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/engine/base_layer.py", line 252, in add_weight constraint=constraint) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py", line 402, in variable v = tf.Variable(value, dtype=tf.as_dtype(dtype), name=name) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 213, in __call__ return cls._variable_v1_call(*args, **kwargs) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 176, in _variable_v1_call aggregation=aggregation) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 155, in <lambda> previous_getter = lambda **kwargs: default_variable_creator(None, **kwargs) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 2495, in default_variable_creator expected_shape=expected_shape, import_scope=import_scope) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 217, in __call__ return super(VariableMetaclass, cls).__call__(*args, **kwargs) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 1395, in __init__ constraint=constraint) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/ops/variables.py", line 1515, in _init_from_args initial_value, name="initial_value", dtype=dtype) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1039, in convert_to_tensor return convert_to_tensor_v2(value, dtype, preferred_dtype, name) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1097, in convert_to_tensor_v2 as_ref=False) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 1175, in internal_convert_to_tensor ret = conversion_func(value, dtype=dtype, name=name, as_ref=as_ref) File "/home/virostatiq/PycharmProjects/keras-geolocation/venv/lib/python3.6/site-packages/tensorflow/python/framework/ops.py", line 977, in _TensorTensorConversionFunction (dtype.name, t.dtype.name, str(t))) ValueError: Tensor conversion requested dtype int32 for Tensor with dtype float32: 'Tensor("embedding_3/random_uniform:0", shape=(100000, 100), dtype=float32)'

The installed dependencies match the requirements.txt exactly, but I also tried with TF 0.12.0 and TF 2.0, and with different Keras versions.

Can you help?

Hi, I am trying to use your pertained models to apply the geolocation identification for some of my twitter data, however, I cannot find the pretrained models anywhere.
Thanks in advance.

Can you explain please what is a875 in pred label paris-a875-fr with score=0.275 ?