evilport2 / sign-language Goto Github PK
View Code? Open in Web Editor NEWA very simple CNN project.
A very simple CNN project.
Gesture_Recognition_Final.zip
cnn_model_keras1.h5 is the file that you have given
cnn_model_keras2.h5 is the file that I have generated from my model
$ python3 recognize_gesture.py
Traceback (most recent call last):
File "recognize_gesture.py", line 4, in
from cnn_tf import cnn_model_fn
File "C:\Users\REDACTED\Desktop\Sign-Language-master\cnn_tf.py", line 5, in
tf.logging.set_verbosity(tf.logging.INFO)
AttributeError: module 'tensorflow' has no attribute 'logging'
what python version is this? Is opencv capable for 3.7?
I managed to replace the gesture using create_gestures.py but I'm not able to change the text/gesture name corresponding to it.
Also, how do I edit the .db file?
Cv2 error (-215) something
hi, when I try to press 'c' in the create_gesture.py is wont create the gesture
what can I do?
Traceback (most recent call last):
File "D:\Azhari\Tugas Akhir-2\Tunarungu\cnn_tf.py", line 114, in
tf.app.run()
File "C:\Users\ASUS\AppData\Local\Programs\Python\Python36\lib\site-packages\tensorflow\python\platform\app.py", line 48, in run
_sys.exit(main(_sys.argv[:1] + flags_passthrough))
File "D:\Azhari\Tugas Akhir-2\Tunarungu\cnn_tf.py", line 85, in main
train_images = np.array(pickle.load(f))
ModuleNotFoundError: No module named 'numpy.core._multiarray_umath'
im using numpy 1.15
opencv 3.4
tenserflow 1.4
keras 2.0.0
thanks
Traceback (most recent call last):
File "cnn_keras.py", line 75, in
train()
File "cnn_keras.py", line 63, in train
train_labels = np_utils.to_categorical(train_labels)
File "/usr/local/lib/python2.7/dist-packages/keras/utils/np_utils.py", line 31, in to_categorical
num_classes = np.max(y) + 1
File "/usr/lib/python2.7/dist-packages/numpy/core/fromnumeric.py", line 2505, in amax
initial=initial)
File "/usr/lib/python2.7/dist-packages/numpy/core/fromnumeric.py", line 86, in _wrapreduction
return ufunc.reduce(obj, axis, dtype, out, **passkwargs)
ValueError: zero-size array to reduction operation maximum which has no identity
Bro, Please Solve cnn_tf to tensorflow version 2.0
and fix the error
classifier.train(input_fn=train_input_fn, hooks=[logging_hook]):
TypeError: Value passed to parameter 'input' has DataType uint8 not in list of allowed values: float16, bfloat16, float32, float64, int32
When I run the cnn_keras.py file in Visual studio, I get this error,
ValueError: Error when checking target: expected dense_2 to have shape (2,) but got array with shape (3,)
(TF - 1.15.2 / keras 2.2.4)
Please help me to solve this.
I am trying to run the file fun_util.py
However, the following Error Message appears:
Using TensorFlow backend.
Traceback (most recent call last):
File "/xxx/Sign-Language-master-2/fun_util.py", line 317, in
recognize()
File "/xxx/Sign-Language-master-2/fun_util.py", line 310, in recognize
keypress = text_mode(cam)
File "/xxx/Sign-Language-master-2/fun_util.py", line 284, in text_mode
res = np.hstack((img, blackboard))
File "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/numpy/core/shape_base.py", line 288, in hstack
return _nx.concatenate(arrs, 1)
ValueError: all the input array dimensions except for the concatenation axis must match exactly
Since I am a beginner trying to learn, I can't figure out what's happening.
May anyone helps? Thanks.
When I try to execute fun_util.py I got this error:
2018-09-01 14:37:38.758942: F T:\src\github\tensorflow\tensorflow\core\kernels\conv_ops.cc:712] Check failed: stream->parent()->GetConvolveAlgorithms( conv_parameters.ShouldIncludeWinogradNonfusedAlgo(), &algorithms)
I am getting EOF Error in loading hist pickle in file recognize_gesture.py at line 84
I faced this problem. Tried to change set_image_dim_ordering to set_image_data_format but the problem didn't solve. Please kindly advice me. Thank you.
C:\Users\user\Desktop\Sign-Language-master>python cnn_keras.py
Using TensorFlow backend.
2019-12-07 08:35:59.719620: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_100.dll
Traceback (most recent call last):
File "cnn_keras.py", line 15, in
K.set_image_dim_ordering('tf')
AttributeError: module 'keras.backend' has no attribute 'set_image_dim_ordering'
It shows only 'o' as output for every gesture.
Getting Error:
return _nx.concatenate(arrs, 1)
ValueError: all the input array dimensions except for the concatenation axis must match exactly
Please help with this issue
i am getting the following and yes there is no file and how is the code getting executed for u??
C:\Users\HP\Desktop\Sign-Language-master>python cnn_tf.py
Traceback (most recent call last):
File "cnn_tf.py", line 114, in
tf.app.run()
File "C:\Python35\lib\site-packages\tensorflow\python\platform\app.py", line 124, in run
_sys.exit(main(argv))
File "cnn_tf.py", line 84, in main
with open("train_images", "rb") as f:
FileNotFoundError: [Errno 2] No such file or directory: 'train_images'
I'm getting com_error while running fun_util.py. While searching on the net, I found the error to be related to pyttsx3 but i'm not able to locate the exact problem. Can you help me with this??
I'm getting com_error while running fun_util.py. While searching on the net, I found the error to be related to pyttsx3 but i'm not able to locate the exact problem. Can you help me with this??
Traceback (most recent call last):
File "cnn_keras.py", line 17, in
K.set_image_dim_ordering('tf')
AttributeError: module 'keras.backend' has no attribute 'set_image_dim_ordering'
Hi,
I've been trying to run the python files on my mac but every time I face the same error.
File "create_gestures.py", line 64, in store_images
imgCrop = img[y:y+h, x:x+w]
File "fun_util.py", line 53, in recognize
imgCrop = img[y:y+h, x:x+w]
TypeError: 'NoneType' object is not subscriptable
File "recognize_gesture.py", line 96, in recognize
imgCrop = img[y:y+h, x:x+w]
TypeError: 'NoneType' object is not subscriptable
What do you think might be the issue
i got a lot of errors. some i have fixed by i dont know what to do with the others. please help.
WARNING: Logging before flag parsing goes to stderr.
W0910 00:28:48.467671 4980 deprecation.py:506] From C:\Python\Python37\lib\site-packages\keras\backend\tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use rate
instead of keep_prob
. Rate should be set to rate = 1 - keep_prob
.
Traceback (most recent call last):
File "C:\Python\Python37\lib\site-packages\pydot.py", line 1915, in create
working_dir=tmp_dir,
File "C:\Python\Python37\lib\site-packages\pydot.py", line 136, in call_graphviz
**kwargs
File "C:\Python\Python37\lib\subprocess.py", line 775, in init
restore_signals, start_new_session)
File "C:\Python\Python37\lib\subprocess.py", line 1178, in _execute_child
startupinfo)
FileNotFoundError: [WinError 2] The system cannot find the file specified
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Python\Python37\lib\site-packages\keras\utils\vis_utils.py", line 26, in _check_pydot
pydot.Dot.create(pydot.Dot())
File "C:\Python\Python37\lib\site-packages\pydot.py", line 1922, in create
raise OSError(*args)
FileNotFoundError: [WinError 2] "dot" not found in path.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "D:\Sign-Language-master\cnn_keras.py", line 75, in
train()
File "D:\Sign-Language-master\cnn_keras.py", line 68, in train
model, callbacks_list = cnn_model()
File "D:\Sign-Language-master\cnn_keras.py", line 47, in cnn_model
plot_model(model, to_file='model.png', show_shapes=True)
File "C:\Python\Python37\lib\site-packages\keras\utils\vis_utils.py", line 132, in plot_model
dot = model_to_dot(model, show_shapes, show_layer_names, rankdir)
File "C:\Python\Python37\lib\site-packages\keras\utils\vis_utils.py", line 55, in model_to_dot
_check_pydot()
File "C:\Python\Python37\lib\site-packages\keras\utils\vis_utils.py", line 29, in _check_pydot
'pydot
failed to call GraphViz.'
OSError: pydot
failed to call GraphViz.Please install GraphViz (https://www.graphviz.org/) and ensure that its executables are in the $PATH.
Traceback (most recent call last):
File "C:/Users/ankit/PycharmProjects/SLSWithVoice1/Sign-Language-master/cnn_tf.py", line 114, in
tf.compat.v1.app.run()
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\platform\app.py", line 40, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\absl\app.py", line 303, in run
_run_main(main, args)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\absl\app.py", line 251, in _run_main
sys.exit(main(argv))
File "C:/Users/ankit/PycharmProjects/SLSWithVoice1/Sign-Language-master/cnn_tf.py", line 101, in main
classifier.train(input_fn=train_input_fn, hooks=[logging_hook])
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py", line 349, in train
loss = self._train_model(input_fn, hooks, saving_listeners)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py", line 1175, in _train_model
return self._train_model_default(input_fn, hooks, saving_listeners)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py", line 1204, in _train_model_default
self.config)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow_estimator\python\estimator\estimator.py", line 1163, in _call_model_fn
model_fn_results = self._model_fn(features=features, **kwargs)
File "C:/Users/ankit/PycharmProjects/SLSWithVoice1/Sign-Language-master/cnn_tf.py", line 26, in cnn_model_fn
name="conv1")
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\keras\legacy_tf_layers\convolutional.py", line 437, in conv2d
return layer.apply(inputs)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\keras\engine\base_layer_v1.py", line 1722, in apply
return self.call(inputs, *args, **kwargs)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\keras\legacy_tf_layers\base.py", line 551, in call
outputs = super(Layer, self).call(inputs, *args, **kwargs)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\keras\engine\base_layer_v1.py", line 786, in call
outputs = call_fn(cast_inputs, *args, **kwargs)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\autograph\impl\api.py", line 667, in wrapper
return converted_call(f, args, kwargs, options=options)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\autograph\impl\api.py", line 396, in converted_call
return _call_unconverted(f, args, kwargs, options)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\autograph\impl\api.py", line 478, in _call_unconverted
return f(*args, **kwargs)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\keras\layers\convolutional.py", line 248, in call
outputs = self._convolution_op(inputs, self.kernel)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\util\dispatch.py", line 201, in wrapper
return target(*args, **kwargs)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\ops\nn_ops.py", line 1020, in convolution_v2
name=name)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\ops\nn_ops.py", line 1150, in convolution_internal
name=name)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\ops\nn_ops.py", line 2604, in _conv2d_expanded_batch
name=name)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\ops\gen_nn_ops.py", line 972, in conv2d
data_format=data_format, dilations=dilations, name=name)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 630, in _apply_op_helper
param_name=input_name)
File "C:\Users\ankit\PycharmProjects\SLSWithVoice1\venv\lib\site-packages\tensorflow\python\framework\op_def_library.py", line 63, in _SatisfiesTypeConstraint
", ".join(dtypes.as_dtype(x).name for x in allowed_list)))
TypeError: Value passed to parameter 'input' has DataType uint8 not in list of allowed values: float16, bfloat16, float32, float64, int32
Sign-Language/create_gestures.py
Line 67 in df1d624
this is my error:
ImportError: Could not find 'nvcuda.dll'. TensorFlow requires that this DLL be installed in a directory that is named in your %PATH% environment variable. Typically it is installed in 'C:\Windows\System32'. If it is not present, ensure that you have a CUDA-capable GPU with the correct driver installed.
ca you please say me what is the procedure to getrid of this error.
Hi,
Can you make a version can work on google colab?
I think it would be more convenient if it could run on google colab
Using camera on googlecolab:
https://colab.research.google.com/notebooks/snippets/advanced_outputs.ipynb#scrollTo=2viqYx97hPMi
i am getting this error in flip_images.py. it runs initially then it stops when flipping the 45th gesture and shows this error. cv2.error: (-215:Assertion failed) !_img.empty() in function 'cv::imwrite'. Please revert back asap.
Hi, may i know how to modify this so it can recognize dynamic sign gesture as well?
Hi I m running with the file fun_util.py
However, the following Error occurs:
Using TensorFlow backend.
Traceback (most recent call last):
File "/xxx/Sign-Language-master-2/fun_util.py", line 317, in
recognize()
File "/xxx/Sign-Language-master-2/fun_util.py", line 310, in recognize
keypress = text_mode(cam)
File "/xxx/Sign-Language-master-2/fun_util.py", line 284, in text_mode
res = np.hstack((img, blackboard))
File "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/numpy/core/shape_base.py", line 288, in hstack
return _nx.concatenate(arrs, 1)
ValueError: all the input array dimensions except for the concatenation axis must match exactly
Since I am a beginner learning this, I can't figure what's happening.
May you please help? Thank you.
hi,
when i run create_gestures.py,i meet that
cv2.error: /build/opencv-SviWsf/opencv-2.4.9.1+dfsg/modules/imgproc/src/contours.cpp:1904: error: (-215) contour.checkVector(2) >= 0 && (contour.depth() == CV_32F || contour.depth() == CV_32S) in function contourArea
what is the wrong?
I want to delete some of the gestures from the database. How to go about it?
checkpoint1 = ModelCheckpoint(filepath, monitor='val_acc', verbose=1, save_best_only=True, mode='max')
to be changed to
checkpoint1 = ModelCheckpoint(filepath, monitor='val_accuracy', verbose=1, save_best_only=True, mode='max')
hello sir,
This project is working fine but it's very slow.
I want to increase the layers in keras how can i do?
please help me out.
Hope for the positive response.
When I try to run recognize_gestures.py or fun_util.py. I get this error. I'm assuming I installed some packages via pip incorrectly. I don't know how to fix this. Could anyone please help me, Thank you.
Using TensorFlow backend.
[ WARN:0] videoio(MSMF): can't grab frame. Error: -2147483638
[ WARN:1] terminating async callback
Traceback (most recent call last):
File "recognize_gesture.py", line 140, in
recognize()
File "recognize_gesture.py", line 110, in recognize
if len(contours) > 0:
TypeError: object of type 'NoneType' has no len()
[ WARN:0] terminating async callback
InvalidArgumentError (see above for traceback): Assign requires shapes of both tensors to match. lhs shape= [47] rhs shape= [45]
[[Node: save/Assign_7 = Assign[T=DT_FLOAT, _class=["loc:@logits/bias"], use_locking=true, validate_shape=true, _device="/job:localhost/replica:0/task:0/device:CPU:0"](logits/bias, save/RestoreV2:7)]]
This is the error i am getting while running cnn_tf.py
Kindly provide the solution
Traceback (most recent call last):
File "create_gestures.py", line 106, in
store_images(g_id)
File "create_gestures.py", line 70, in store_images
contour = max(contours, key = cv2.contourArea(contours[0]))
cv2.error: OpenCV(4.1.1) C:\projects\opencv-python\opencv\modules\imgproc\src\shapedescr.cpp:274: error: (-215:Assertion failed) npoints >= 0 && (depth == CV_32F || depth == CV_32S) in function 'cv::contourArea'
Do you have any idea about this error ? I tried googling it but there was no solution.
Traceback (most recent call last):
File "create_gestures.py", line 106, in
store_images(g_id)
File "create_gestures.py", line 70, in store_images
contour = max(contours, key = cv2.contourArea(contours[0]))
cv2.error: OpenCV(4.1.1) C:\projects\opencv-python\opencv\modules\imgproc\src\shapedescr.cpp:274: error: (-215:Assertion failed) npoints >= 0 && (depth == CV_32F || depth == CV_32S) in function 'cv::contourArea'
Do you have any idea about this error ? I tried google it but there was no solution.
please respond why is my output generated vedio stream is detecting only 5 as output for any input gesture
Everything is working fine without any error byt whatever the gesture is given as input the outpput is always 5 ,what to do to get the correct output,even the accuracy of the model displayed during training is 0.0224 pls help me!
i need your help to work on RPI 3
this error
contour = max(contours, key = cv2.contourArea)
cv2.error: /build/opencv-L65chJ/opencv-3.2.0+dfsg/modules/imgproc/src/shapedescr.cpp:320: error: (-215) npoints >= 0 && (depth == CV_32F || depth == CV_32S) in function contourArea
Sign-Language/create_gestures.py
Line 67 in df1d624
I think the images have problem. They are all black. Anyway, I get this error. Can you please help how to fix?
$ python set_hand_hist.py
OpenCV Error: Assertion failed ((scn == 3 || scn == 4) && (depth == 0 || depth == 5)) in cvtColor, file /tmp/build/80754af9/opencv_1512687413662/work/modules/imgproc/src/color.cpp, line 11115
Traceback (most recent call last):
File "set_hand_hist.py", line 70, in <module>
get_hand_hist()
File "set_hand_hist.py", line 38, in get_hand_hist
hsv = cv2.cvtColor(img, cv2.COLOR_BGR2HSV)
cv2.error: /tmp/build/80754af9/opencv_1512687413662/work/modules/imgproc/src/color.cpp:11115: error: (-215) (scn == 3 || scn == 4) && (depth == 0 || depth == 5) in function cvtColor
[jalal@goku Sign-Language]$ python
Python 3.6.3 |Anaconda custom (64-bit)| (default, Oct 13 2017, 12:02:49)
[GCC 7.2.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import cv2
>>> cv2.__version__
'3.3.1'
I'm using spyder IDE. Can I make these scripts run on double click?
flake8 testing of https://github.com/EvilPort2/Sign-Language
$ flake8 . --count --select=E901,E999,F821,F822,F823 --show-source --statistics
./recognize_gesture.py:32:20: F821 undefined name 'process_image'
processed_array = process_image(image)
^
./set_hand_hist.py:32:27: F821 undefined name 'imgCrop'
hsvCrop = cv2.cvtColor(imgCrop, cv2.COLOR_BGR2HSV)
^
2 F821 undefined name 'process_image'
Is the imgCrop issue related to #1 ?
Learned what a CNN is and how it works. Best resources were Tensorflow's official website and machinelearningmastery.net.
The website "machinelearningmastery.net" gives me a 404.
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