1996scarlet / arcface-multiplex-recognition Goto Github PK

Hi,

In insightface facemodel.py below code gives error for Arc...model

    if len(args.model)>0:
      self.model = get_model(ctx, image_size, args.model, 'fc1')

mxnet.base.MXNetError: [22:42:18] src/ndarray/ndarray.cc:1834: Check failed: header == kMXAPINDArrayListMagic: Invalid NDArray file format

WHEN I RUN: python3 usb_camera.py -c 0 --gpu -1, PLS GIVE ME SOME ADVICE

[0]
Exception in thread Thread-3:
Traceback (most recent call last):
File "/usr/lib/python3.9/threading.py", line 954, in _bootstrap_inner
self.run()
File "/usr/lib/python3.9/threading.py", line 892, in run
self._target(*self._args, **self._kwargs)
File "/home/toan/scarlet_ArcFace-Multiplex-Recognition/usb_camera.py", line 144, in
Process(target=lambda: asyncio.run(upload_loop())).start()
File "/usr/lib/python3.9/asyncio/runners.py", line 44, in run
return loop.run_until_complete(main)
File "/usr/lib/python3.9/asyncio/base_events.py", line 642, in run_until_complete
return future.result()
File "/home/toan/scarlet_ArcFace-Multiplex-Recognition/usb_camera.py", line 53, in upload_loop
await sio.connect(url)
File "/home/toan/.local/lib/python3.9/site-packages/socketio/asyncio_client.py", line 144, in connect
raise exceptions.ConnectionError(exc.args[0]) from None
socketio.exceptions.ConnectionError: Connection refused by the server
[11:13:41] ../src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.4.1. Attempting to upgrade...
[11:13:41] ../src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!
[11:13:41] ../src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.4.1. Attempting to upgrade...
[11:13:41] ../src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!
[11:13:42] ../src/executor/graph_executor.cc:1995: Subgraph backend MKLDNN is activated.
[11:13:42] ../src/executor/graph_executor.cc:1995: Subgraph backend MKLDNN is activated.
FR model loadded: ['Bush', 'Jim', 'Obama', 'Stalin', 'Trump']
Detection cost: 1.246880608000538

你好，我可以在作业中使用你的项目吗？

Hi ...,
Would you like to provide requirement.txt ?
Best regards,
PeterPham

Sory, could you tell me your nvidia-cuda-toolkit version and mxnet version?

when i typed npm install I am getting this error

WARN engine [email protected]: wanted: {"node":">=6"} (current: {"node":"4.2.6loadDep:punycode -> reque - |##################-------------------------------|
WARN engine [email protected]: wanted: {"node":">=6"} (current: {"node":"4.2.6","np
> [email protected] postinstall /media/mustafa/ubuntu_backup/Projects/mustafa_face_dl/ArcFace-Multiplex-Recognition/electron-client/node_modules/electron
> node install.js

sh: 1: node: not found
npm ERR! Linux 4.15.0-52-generic
npm ERR! argv "/usr/bin/nodejs" "/usr/bin/npm" "install"
npm ERR! node v4.2.6
npm ERR! npm  v3.5.2
npm ERR! file sh
npm ERR! code ELIFECYCLE
npm ERR! errno ENOENT
npm ERR! syscall spawn

npm ERR! [email protected] postinstall: `node install.js`
npm ERR! spawn ENOENT
npm ERR! 
npm ERR! Failed at the [email protected] postinstall script 'node install.js'.
npm ERR! Make sure you have the latest version of node.js and npm installed.
npm ERR! If you do, this is most likely a problem with the electron package,
npm ERR! not with npm itself.
npm ERR! Tell the author that this fails on your system:
npm ERR!     node install.js
npm ERR! You can get information on how to open an issue for this project with:
npm ERR!     npm bugs electron
npm ERR! Or if that isn't available, you can get their info via:
npm ERR!     npm owner ls electron
npm ERR! There is likely additional logging output above.

npm ERR! Please include the following file with any support request:
npm ERR!     /media/mustafa/ubuntu_backup/Projects/mustafa_face_dl/ArcFace-Multiplex-Recognition/electron-client/npm-debug.log```

Hi 1996,
Please tell me how to Build R-CNN for Retina Face
Best regards,
PeterPham

Hi,
why the Electron Node-JS Client can't detect any camera that I tried, or need to do something else?

Thank you

Hi 1996,
In this code, Are you using python 2.7 or 3.6?
Best regards,
PeterPham

Thanks for your share, and it's a good job. However when I test the trump.mp4 with the supplied mlp.pkl, I found some error results and the prob is very high. Is there something wrong with me? or how can solve it?

Hi 1996,
When I run command line: python3 usb_camera.py -c 0
I have an issue like this:

Exception in thread Thread-1:
Traceback (most recent call last):
File "/usr/lib/python3.6/threading.py", line 916, in _bootstrap_inner
self.run()
File "/usr/lib/python3.6/threading.py", line 864, in run
self._target(*self._args, **self._kwargs)
File "usb_camera.py", line 138, in
Process(target=lambda: asyncio.run(embedding_loop(preload))).start()
AttributeError: module 'asyncio' has no attribute 'run'

Traceback (most recent call last):
File "usb_camera.py", line 141, in
Exception in thread Thread-2:
Traceback (most recent call last):
File "/usr/lib/python3.6/threading.py", line 916, in _bootstrap_inner
self.run()
File "/usr/lib/python3.6/threading.py", line 864, in run
self._target(*self._args, **self._kwargs)
File "usb_camera.py", line 139, in
Process(target=lambda: asyncio.run(detection_loop(preload))).start()
AttributeError: module 'asyncio' has no attribute 'run'

Exception in thread Thread-3:
Traceback (most recent call last):
File "/usr/lib/python3.6/threading.py", line 916, in _bootstrap_inner
self.run()
File "/usr/lib/python3.6/threading.py", line 864, in run
self._target(*self._args, **self._kwargs)
File "usb_camera.py", line 140, in
Process(target=lambda: asyncio.run(upload_loop())).start()
AttributeError: module 'asyncio' has no attribute 'run'

asyncio.run(camera_loop(preload))

AttributeError: module 'asyncio' has no attribute 'run'

PLEASE GIVE ME SOME ADVICE!!
THANK YOU VERY MUCH!

Best regards,
PeterPham

(base) hjr@houjingru:~/develop/ArcFace-Multiplex-Recognition-master$ python usb_camera.py -c 0
[0]
aiohttp not installed -- cannot make HTTP requests!
[02:15:41] src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.4.1. Attempting to upgrade...
[02:15:41] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!
Exception in thread Thread-2:
Traceback (most recent call last):
File "/home/hjr/anaconda3/lib/python3.7/threading.py", line 926, in _bootstrap_inner
self.run()
File "/home/hjr/anaconda3/lib/python3.7/threading.py", line 870, in run
self._target(self._args, *self._kwargs)
File "usb_camera.py", line 139, in
Process(target=lambda: asyncio.run(detection_loop(preload))).start()
File "/home/hjr/anaconda3/lib/python3.7/asyncio/runners.py", line 43, in run
return loop.run_until_complete(main)
File "/home/hjr/anaconda3/lib/python3.7/asyncio/base_events.py", line 579, in run_until_complete
return future.result()
File "usb_camera.py", line 67, in detection_loop
detector = face_detector.DetectorModel(preload)
File "/home/hjr/develop/ArcFace-Multiplex-Recognition-master/face_detector.py", line 14, in init
self.detector = RetinaFace(args.retina_model, 0, args.gpu, 'net3')
File "/home/hjr/develop/ArcFace-Multiplex-Recognition-master/retinaface.py", line 84, in init
sym, arg_params, aux_params = mx.model.load_checkpoint(prefix, epoch)
File "/home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/model.py", line 451, in load_checkpoint
save_dict = nd.load('%s-%04d.params' % (prefix, epoch))
File "/home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/ndarray/utils.py", line 175, in load
ctypes.byref(names)))
File "/home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/base.py", line 253, in check_call
raise MXNetError(py_str(_LIB.MXGetLastError()))
mxnet.base.MXNetError: [02:15:41] src/ndarray/ndarray.cc:1839: Check failed: header == kMXAPINDArrayListMagic: Invalid NDArray file format
Stack trace:
[bt] (0) /home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(+0x2795cb) [0x7fb1ed6345cb]
[bt] (1) /home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(mxnet::NDArray::Load(dmlc::Stream, std::vector<mxnet::NDArray, std::allocatormxnet::NDArray >, std::vector<std::string, std::allocatorstd::string >*)+0x161) [0x7fb1ef90a6e1]
[bt] (2) /home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(MXNDArrayLoad+0x263) [0x7fb1ef69f463]
[bt] (3) /home/hjr/anaconda3/lib/python3.7/lib-dynload/../../libffi.so.6(ffi_call_unix64+0x4c) [0x7fb200458ec0]
[bt] (4) /home/hjr/anaconda3/lib/python3.7/lib-dynload/../../libffi.so.6(ffi_call+0x22d) [0x7fb20045887d]
[bt] (5) /home/hjr/anaconda3/lib/python3.7/lib-dynload/_ctypes.cpython-37m-x86_64-linux-gnu.so(_ctypes_callproc+0x2ce) [0x7fb209cb7ede]
[bt] (6) /home/hjr/anaconda3/lib/python3.7/lib-dynload/_ctypes.cpython-37m-x86_64-linux-gnu.so(+0x12914) [0x7fb209cb8914]
[bt] (7) python(_PyObject_FastCallKeywords+0x49b) [0x5558043748fb]
[bt] (8) python(_PyEval_EvalFrameDefault+0x52f8) [0x5558043d86e8]

[02:15:41] src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.4.1. Attempting to upgrade...
[02:15:41] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!
Exception in thread Thread-1:
Traceback (most recent call last):
File "/home/hjr/anaconda3/lib/python3.7/threading.py", line 926, in _bootstrap_inner
self.run()
File "/home/hjr/anaconda3/lib/python3.7/threading.py", line 870, in run
self._target(self._args, *self._kwargs)
File "usb_camera.py", line 138, in
Process(target=lambda: asyncio.run(embedding_loop(preload))).start()
File "/home/hjr/anaconda3/lib/python3.7/asyncio/runners.py", line 43, in run
return loop.run_until_complete(main)
File "/home/hjr/anaconda3/lib/python3.7/asyncio/base_events.py", line 579, in run_until_complete
return future.result()
File "usb_camera.py", line 57, in embedding_loop
embedding = face_embedding.EmbeddingModel(preload)
File "/home/hjr/develop/ArcFace-Multiplex-Recognition-master/face_embedding.py", line 39, in init
self.model = get_model(ctx, image_size, args.arcface_model, 'fc1')
File "/home/hjr/develop/ArcFace-Multiplex-Recognition-master/face_embedding.py", line 23, in get_model
sym, arg_params, aux_params = mx.model.load_checkpoint(prefix, epoch)
File "/home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/model.py", line 451, in load_checkpoint
save_dict = nd.load('%s-%04d.params' % (prefix, epoch))
File "/home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/ndarray/utils.py", line 175, in load
ctypes.byref(names)))
File "/home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/base.py", line 253, in check_call
raise MXNetError(py_str(_LIB.MXGetLastError()))
mxnet.base.MXNetError: [02:15:41] src/ndarray/ndarray.cc:1839: Check failed: header == kMXAPINDArrayListMagic: Invalid NDArray file format
Stack trace:
[bt] (0) /home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(+0x2795cb) [0x7fb1ed6345cb]
[bt] (1) /home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(mxnet::NDArray::Load(dmlc::Stream, std::vector<mxnet::NDArray, std::allocatormxnet::NDArray >, std::vector<std::string, std::allocatorstd::string >*)+0x161) [0x7fb1ef90a6e1]
[bt] (2) /home/hjr/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(MXNDArrayLoad+0x263) [0x7fb1ef69f463]
[bt] (3) /home/hjr/anaconda3/lib/python3.7/lib-dynload/../../libffi.so.6(ffi_call_unix64+0x4c) [0x7fb200458ec0]
[bt] (4) /home/hjr/anaconda3/lib/python3.7/lib-dynload/../../libffi.so.6(ffi_call+0x22d) [0x7fb20045887d]
[bt] (5) /home/hjr/anaconda3/lib/python3.7/lib-dynload/_ctypes.cpython-37m-x86_64-linux-gnu.so(_ctypes_callproc+0x2ce) [0x7fb209cb7ede]
[bt] (6) /home/hjr/anaconda3/lib/python3.7/lib-dynload/_ctypes.cpython-37m-x86_64-linux-gnu.so(+0x12914) [0x7fb209cb8914]
[bt] (7) python(_PyObject_FastCallKeywords+0x49b) [0x5558043748fb]
[bt] (8) python(_PyEval_EvalFrameDefault+0x52f8) [0x5558043d86e8]

select timeout
VIDIOC_DQBUF: Resource temporarily unavailable
VIDIOC_QBUF: Invalid argument
Traceback (most recent call last):
File "usb_camera.py", line 141, in
asyncio.run(camera_loop(preload))
File "/home/hjr/anaconda3/lib/python3.7/asyncio/runners.py", line 43, in run
return loop.run_until_complete(main)
File "/home/hjr/anaconda3/lib/python3.7/asyncio/base_events.py", line 579, in run_until_complete
return future.result()
File "usb_camera.py", line 107, in camera_loop
for code in code_list]
File "usb_camera.py", line 107, in
for code in code_list]
cv2.error: OpenCV(3.4.8) /io/opencv/modules/imgproc/src/resize.cpp:3720: error: (-215:Assertion failed) !ssize.empty() in function 'resize'

thank you for your work. have your ever compare with other way for classfing the faceID, such as feature distance not to train a MLP classifer.
As we know, MLP classifer is diffcult to expand when there are some new faceIDs and need more face datas. why you choose this way, is this get a better accuracy? how to make choose?

Hi,

How we can install IPCamera ?

[0]
Exception in thread Thread-1:
Traceback (most recent call last):
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/threading.py", line 917, in _bootstrap_inner
self.run()
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/threading.py", line 865, in run
self._target(*self._args, **self._kwargs)
File "usb_camera.py", line 138, in
Process(target=lambda: asyncio.run(embedding_loop(preload))).start()
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/asyncio/runners.py", line 43, in run
return loop.run_until_complete(main)
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/asyncio/base_events.py", line 568, in run_until_complete
return future.result()
File "usb_camera.py", line 57, in embedding_loop
embedding = face_embedding.EmbeddingModel(preload)
File "/home/fire/Desktop/experiment/ArcFace-Multiplex-Recognition-master/face_embedding.py", line 39, in init
self.model = get_model(ctx, image_size, args.arcface_model, 'fc1')
File "/home/fire/Desktop/experiment/ArcFace-Multiplex-Recognition-master/face_embedding.py", line 19, in get_model
assert len(_vec) == 2
AssertionError

Exception in thread Thread-3:
Traceback (most recent call last):
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/threading.py", line 917, in _bootstrap_inner
self.run()
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/threading.py", line 865, in run
self._target(*self._args, **self._kwargs)
File "usb_camera.py", line 140, in
Process(target=lambda: asyncio.run(upload_loop())).start()
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/asyncio/runners.py", line 43, in run
return loop.run_until_complete(main)
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/asyncio/base_events.py", line 568, in run_until_complete
return future.result()
File "usb_camera.py", line 17, in upload_loop
sio = socketio.AsyncClient()
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/site-packages/socketio/client.py", line 97, in init
self.eio = self._engineio_client_class()(**engineio_options)
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/site-packages/engineio/client.py", line 82, in init
signal_handler)
File "/home/fire/anaconda3/envs/recognition/lib/python3.7/signal.py", line 47, in signal
handler = _signal.signal(_enum_to_int(signalnum), _enum_to_int(handler))
ValueError: signal only works in main thread

[14:56:07] src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.4.1. Attempting to upgrade...
[14:56:07] src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!
[14:56:08] src/operator/nn/./cudnn/./cudnn_algoreg-inl.h:97: Running performance tests to find the best convolution algorithm, this can take a while... (set the environment variable MXNET_CUDNN_AUTOTUNE_DEFAULT to 0 to disable)
Detection cost: 7.369254212000669
然后一直卡在这

hi, which code need to modify in order to edit bounding boxes output, i wanna display their name in corner of every boxes, yet familiar with mxnet

when i run python3 usb_camera.py -c 0, as you can see some error below,

Exception in thread Thread-3:
Traceback (most recent call last):
File "/usr/lib/python3.9/threading.py", line 954, in _bootstrap_inner
self.run()
File "/usr/lib/python3.9/threading.py", line 892, in run
self._target(*self._args, **self._kwargs)
File "/home/toan/Downloads/ArcFace-Multiplex-Recognition/usb_camera.py", line 140, in
Process(target=lambda: asyncio.run(upload_loop())).start()
File "/usr/lib/python3.9/asyncio/runners.py", line 44, in run
return loop.run_until_complete(main)
File "/usr/lib/python3.9/asyncio/base_events.py", line 642, in run_until_complete
return future.result()
File "/home/toan/Downloads/ArcFace-Multiplex-Recognition/usb_camera.py", line 51, in upload_loop
await sio.connect(url)
File "/home/toan/.local/lib/python3.9/site-packages/socketio/asyncio_client.py", line 144, in connect
raise exceptions.ConnectionError(exc.args[0]) from None
socketio.exceptions.ConnectionError: Connection refused by the server
[15:38:03] ../src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.4.1. Attempting to upgrade...
[15:38:03] ../src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!
[15:38:03] ../src/nnvm/legacy_json_util.cc:209: Loading symbol saved by previous version v1.4.1. Attempting to upgrade...
[15:38:03] ../src/nnvm/legacy_json_util.cc:217: Symbol successfully upgraded!
Exception in thread Thread-2:
Traceback (most recent call last):
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/symbol/symbol.py", line 1903, in simple_bind
check_call(_LIB.MXExecutorSimpleBindEx(self.handle,
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/base.py", line 246, in check_call
raise get_last_ffi_error()
mxnet.base.MXNetError: Traceback (most recent call last):
File "../src/storage/storage.cc", line 119
MXNetError: Compile with USE_CUDA=1 to enable GPU usage

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/usr/lib/python3.9/threading.py", line 954, in _bootstrap_inner
self.run()
File "/usr/lib/python3.9/threading.py", line 892, in run
self._target(*self._args, **self._kwargs)
File "/home/toan/Downloads/ArcFace-Multiplex-Recognition/usb_camera.py", line 139, in
Process(target=lambda: asyncio.run(detection_loop(preload))).start()
File "/usr/lib/python3.9/asyncio/runners.py", line 44, in run
return loop.run_until_complete(main)
File "/usr/lib/python3.9/asyncio/base_events.py", line 642, in run_until_complete
return future.result()
File "/home/toan/Downloads/ArcFace-Multiplex-Recognition/usb_camera.py", line 67, in detection_loop
detector = face_detector.DetectorModel(preload)
File "/home/toan/Downloads/ArcFace-Multiplex-Recognition/face_detector.py", line 14, in init
self.detector = RetinaFace(args.retina_model, 0, args.gpu, 'net3')
File "/home/toan/Downloads/ArcFace-Multiplex-Recognition/retinaface.py", line 111, in init
self.model.bind(data_shapes=[('data', (1, 3, image_size[0],
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/module/module.py", line 422, in bind
self._exec_group = DataParallelExecutorGroup(self._symbol, self._context,
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/module/executor_group.py", line 280, in init
self.bind_exec(data_shapes, label_shapes, shared_group)
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/module/executor_group.py", line 383, in bind_exec
self.execs.append(self._bind_ith_exec(i, data_shapes_i, label_shapes_i,
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/module/executor_group.py", line 675, in _bind_ith_exec
executor = self.symbol.simple_bind(ctx=context, grad_req=self.grad_req,
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/symbol/symbol.py", line 1944, in simple_bind
raise RuntimeError(error_msg)
RuntimeError: simple_bind error. Arguments:
data: (1, 3, 640, 640)
Traceback (most recent call last):
File "../src/storage/storage.cc", line 119
MXNetError: Compile with USE_CUDA=1 to enable GPU usage
Exception in thread Thread-1:
Traceback (most recent call last):
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/symbol/symbol.py", line 1903, in simple_bind
check_call(_LIB.MXExecutorSimpleBindEx(self.handle,
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/base.py", line 246, in check_call
raise get_last_ffi_error()
mxnet.base.MXNetError: Traceback (most recent call last):
File "../src/storage/storage.cc", line 119
MXNetError: Compile with USE_CUDA=1 to enable GPU usage

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/usr/lib/python3.9/threading.py", line 954, in _bootstrap_inner
self.run()
File "/usr/lib/python3.9/threading.py", line 892, in run
self._target(*self._args, **self._kwargs)
File "/home/toan/Downloads/ArcFace-Multiplex-Recognition/usb_camera.py", line 138, in
Process(target=lambda: asyncio.run(embedding_loop(preload))).start()
File "/usr/lib/python3.9/asyncio/runners.py", line 44, in run
return loop.run_until_complete(main)
File "/usr/lib/python3.9/asyncio/base_events.py", line 642, in run_until_complete
return future.result()
File "/home/toan/Downloads/ArcFace-Multiplex-Recognition/usb_camera.py", line 57, in embedding_loop
embedding = face_embedding.EmbeddingModel(preload)
File "/home/toan/Downloads/ArcFace-Multiplex-Recognition/face_embedding.py", line 39, in init
self.model = get_model(ctx, image_size, args.arcface_model, 'fc1')
File "/home/toan/Downloads/ArcFace-Multiplex-Recognition/face_embedding.py", line 27, in get_model
model.bind(data_shapes=[('data', (1, 3, image_size[0], image_size[1]))])
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/module/module.py", line 422, in bind
self._exec_group = DataParallelExecutorGroup(self._symbol, self._context,
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/module/executor_group.py", line 280, in init
self.bind_exec(data_shapes, label_shapes, shared_group)
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/module/executor_group.py", line 383, in bind_exec
self.execs.append(self._bind_ith_exec(i, data_shapes_i, label_shapes_i,
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/module/executor_group.py", line 675, in _bind_ith_exec
executor = self.symbol.simple_bind(ctx=context, grad_req=self.grad_req,
File "/home/toan/.local/lib/python3.9/site-packages/mxnet/symbol/symbol.py", line 1944, in simple_bind
raise RuntimeError(error_msg)
RuntimeError: simple_bind error. Arguments:
data: (1, 3, 112, 112)
Traceback (most recent call last):
File "../src/storage/storage.cc", line 119
MXNetError: Compile with USE_CUDA=1 to enable GPU usage

when I ran python usb_camera.py -c 0 I am getting this error and there is not requirements.txt file

[0]
Exception in thread Thread-2:
Traceback (most recent call last):
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/threading.py", line 917, in _bootstrap_inner
    self.run()
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/threading.py", line 865, in run
    self._target(*self._args, **self._kwargs)
  File "usb_camera.py", line 139, in <lambda>
    Process(target=lambda: asyncio.run(detection_loop(preload))).start()
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/asyncio/runners.py", line 43, in run
    return loop.run_until_complete(main)
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/asyncio/base_events.py", line 573, in run_until_complete
    return future.result()
  File "usb_camera.py", line 67, in detection_loop
    detector = face_detector.DetectorModel(preload)
  File "/media/mustafa/ubuntu_backup/Projects/mustafa_face_dl/ArcFace-Multiplex-Recognition/face_detector.py", line 14, in __init__
    self.detector = RetinaFace(args.retina_model, 0, args.gpu, 'net3')
  File "/media/mustafa/ubuntu_backup/Projects/mustafa_face_dl/ArcFace-Multiplex-Recognition/retinaface.py", line 84, in __init__
    sym, arg_params, aux_params = mx.model.load_checkpoint(prefix, epoch)
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/model.py", line 438, in load_checkpoint
    save_dict = nd.load('%s-%04d.params' % (prefix, epoch))
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/ndarray/utils.py", line 175, in load
    ctypes.byref(names)))
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/base.py", line 252, in check_call
    raise MXNetError(py_str(_LIB.MXGetLastError()))
mxnet.base.MXNetError: [20:38:55] src/ndarray/ndarray.cc:1803: Check failed: header == kMXAPINDArrayListMagic Invalid NDArray file format

Stack trace returned 10 entries:
[bt] (0) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(+0x23d55a) [0x7f2f172b755a]
[bt] (1) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(+0x23dbc1) [0x7f2f172b7bc1]
[bt] (2) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(mxnet::NDArray::Load(dmlc::Stream*, std::vector<mxnet::NDArray, std::allocator<mxnet::NDArray> >*, std::vector<std::string, std::allocator<std::string> >*)+0x182) [0x7f2f19df5612]
[bt] (3) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(MXNDArrayLoad+0x263) [0x7f2f19b84d73]
[bt] (4) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/lib-dynload/../../libffi.so.6(ffi_call_unix64+0x4c) [0x7f2f1db53ec0]
[bt] (5) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/lib-dynload/../../libffi.so.6(ffi_call+0x22d) [0x7f2f1db5387d]
[bt] (6) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/lib-dynload/_ctypes.cpython-37m-x86_64-linux-gnu.so(_ctypes_callproc+0x2ce) [0x7f2f45577eee]
[bt] (7) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/lib-dynload/_ctypes.cpython-37m-x86_64-linux-gnu.so(+0x13924) [0x7f2f45578924]
[bt] (8) python(_PyObject_FastCallKeywords+0x4ab) [0x55b223bac65b]
[bt] (9) python(_PyEval_EvalFrameDefault+0x532e) [0x55b223c0840e]



Exception in thread Thread-1:
Traceback (most recent call last):
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/threading.py", line 917, in _bootstrap_inner
    self.run()
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/threading.py", line 865, in run
    self._target(*self._args, **self._kwargs)
  File "usb_camera.py", line 138, in <lambda>
    Process(target=lambda: asyncio.run(embedding_loop(preload))).start()
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/asyncio/runners.py", line 43, in run
    return loop.run_until_complete(main)
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/asyncio/base_events.py", line 573, in run_until_complete
    return future.result()
  File "usb_camera.py", line 57, in embedding_loop
    embedding = face_embedding.EmbeddingModel(preload)
  File "/media/mustafa/ubuntu_backup/Projects/mustafa_face_dl/ArcFace-Multiplex-Recognition/face_embedding.py", line 39, in __init__
    self.model = get_model(ctx, image_size, args.arcface_model, 'fc1')
  File "/media/mustafa/ubuntu_backup/Projects/mustafa_face_dl/ArcFace-Multiplex-Recognition/face_embedding.py", line 23, in get_model
    sym, arg_params, aux_params = mx.model.load_checkpoint(prefix, epoch)
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/model.py", line 438, in load_checkpoint
    save_dict = nd.load('%s-%04d.params' % (prefix, epoch))
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/ndarray/utils.py", line 175, in load
    ctypes.byref(names)))
  File "/media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/base.py", line 252, in check_call
    raise MXNetError(py_str(_LIB.MXGetLastError()))
mxnet.base.MXNetError: [20:38:55] src/ndarray/ndarray.cc:1803: Check failed: header == kMXAPINDArrayListMagic Invalid NDArray file format

Stack trace returned 10 entries:
[bt] (0) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(+0x23d55a) [0x7f2f172b755a]
[bt] (1) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(+0x23dbc1) [0x7f2f172b7bc1]
[bt] (2) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(mxnet::NDArray::Load(dmlc::Stream*, std::vector<mxnet::NDArray, std::allocator<mxnet::NDArray> >*, std::vector<std::string, std::allocator<std::string> >*)+0x182) [0x7f2f19df5612]
[bt] (3) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/site-packages/mxnet/libmxnet.so(MXNDArrayLoad+0x263) [0x7f2f19b84d73]
[bt] (4) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/lib-dynload/../../libffi.so.6(ffi_call_unix64+0x4c) [0x7f2f1db53ec0]
[bt] (5) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/lib-dynload/../../libffi.so.6(ffi_call+0x22d) [0x7f2f1db5387d]
[bt] (6) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/lib-dynload/_ctypes.cpython-37m-x86_64-linux-gnu.so(_ctypes_callproc+0x2ce) [0x7f2f45577eee]
[bt] (7) /media/mustafa/ubuntu_backup/anaconda3/lib/python3.7/lib-dynload/_ctypes.cpython-37m-x86_64-linux-gnu.so(+0x13924) [0x7f2f45578924]
[bt] (8) python(_PyObject_FastCallKeywords+0x4ab) [0x55b223bac65b]
[bt] (9) python(_PyEval_EvalFrameDefault+0x532e) [0x55b223c0840e]

Hi,

We want to test your project.

Would mind to let us know the steps to have working system ?

What is the requirement? Also english help inside the codes please. It could be very useful.

Hi 1996,
Which IDE are use for this code?
Best regards,
PeterPham