zuoqing1988/train-mtcnn-head

train mtcnn head detector

train-mtcnn-head's Issues

looking forward to your model

I have starred your repo..

可以提供一下训练好的模型吗？

可以提供一下训练好的模型吗？

科大西区啊

检测效果

这个检测精度怎么样

problem about training

Could you share your approach used in training the train-mtcnn-head? following your steps, it can not get the same effect as your model.

训练问题

你好,老师! 根据文档一步步执行到: (6)双击P20_gen_hard_example.bat, 但执行到166000 images done, neg_hard_num: 17405193
,就停止了, 不再向下执行, 这是怎么回事呢? 内存和cpu都没满,
(两次训练,都是到这里就停止)
这是什么原因呢?

165000 images done, neg_hard_num: 17075329
165100 images done, neg_hard_num: 17106944
165200 images done, neg_hard_num: 17139230
165300 images done, neg_hard_num: 17173251
165400 images done, neg_hard_num: 17204484
165500 images done, neg_hard_num: 17244117
165600 images done, neg_hard_num: 17281518
165700 images done, neg_hard_num: 17305932
165800 images done, neg_hard_num: 17342456
165900 images done, neg_hard_num: 17374845
166000 images done, neg_hard_num: 17405193

MTCNN head detection

I dont have enogh space in my coumputer. I just want to train r net, as i checked i need that model to create hard negative samples. Can u share pnet20_hard model please. email :[email protected]

运行失败

您好，我训练P20的时候，报了这么一个错误。没搞明白

Traceback (most recent call last):
File "/home/lgx/mtcnn_headDetection/example/train_P_net20.py", line 63, in
args.begin_epoch, args.end_epoch, args.batch_size, args.thread_num, args.frequent, args.lr, lr_epoch, args.resume)
File "/home/lgx/mtcnn_headDetection/example/train_P_net20.py", line 15, in train_P_net20
sym = P_Net20()
File "/home/lgx/mtcnn_headDetection/core/symbol.py", line 54, in P_Net20
op_type='negativemining',)
File "", line 48, in Custom
File "/home/lgx/anaconda3/envs/sicnn/lib/python3.6/site-packages/mxnet/_ctypes/symbol.py", line 125, in _symbol_creator
ctypes.byref(sym_handle)))
File "/home/lgx/anaconda3/envs/sicnn/lib/python3.6/site-packages/mxnet/base.py", line 149, in check_call
raise MXNetError(py_str(_LIB.MXGetLastError()))
mxnet.base.MXNetError: [23:48:03] src/operator/custom/custom.cc:104: Check failed: CustomOperator::Get()->Find(params.op_type) != nullptr Cannot find custom operator negativemining

Stack trace returned 10 entries:
[bt] (0) /home/lgx/anaconda3/envs/sicnn/lib/python3.6/site-packages/mxnet/libmxnet.so(dmlc::StackTraceabi:cxx11+0x189) [0x7f54b2185fa9]
[bt] (1) /home/lgx/anaconda3/envs/sicnn/lib/python3.6/site-packages/mxnet/libmxnet.so(dmlc::LogMessageFatal::~LogMessageFatal()+0x3b) [0x7f54b2186a5b]
[bt] (2) /home/lgx/anaconda3/envs/sicnn/lib/python3.6/site-packages/mxnet/libmxnet.so(mxnet::op::custom::AttrParser(nnvm::NodeAttrs*)+0xf2e) [0x7f54b238ca8e]
[bt] (3) /home/lgx/anaconda3/envs/sicnn/lib/python3.6/site-packages/mxnet/libmxnet.so(nnvm::Symbol::CreateFunctor(nnvm::Op const*, std::unordered_map<std::__cxx11::basic_string<char, std::char_traits, std::allocator >, std::__cxx11::basic_string<char, std::char_traits, std::allocator >, std::hash<std::__cxx11::basic_string<char, std::char_traits, std::allocator > >, std::equal_to<std::__cxx11::basic_string<char, std::char_traits, std::allocator > >, std::allocator<std::pair<std::__cxx11::basic_string<char, std::char_traits, std::allocator > const, std::__cxx11::basic_string<char, std::char_traits, std::allocator > > > >)+0x134) [0x7f54b4f138a4]
[bt] (4) /home/lgx/anaconda3/envs/sicnn/lib/python3.6/site-packages/mxnet/libmxnet.so(MXSymbolCreateAtomicSymbol+0x5f6) [0x7f54b4df0af6]
[bt] (5) /home/lgx/anaconda3/envs/sicnn/lib/python3.6/lib-dynload/../../libffi.so.6(ffi_call_unix64+0x4c) [0x7f54c2cd6ec0]
[bt] (6) /home/lgx/anaconda3/envs/sicnn/lib/python3.6/lib-dynload/../../libffi.so.6(ffi_call+0x22d) [0x7f54c2cd687d]
[bt] (7) /home/lgx/anaconda3/envs/sicnn/lib/python3.6/lib-dynload/_ctypes.cpython-36m-x86_64-linux-gnu.so(_ctypes_callproc+0x2ce) [0x7f54c2eece4e]
[bt] (8) /home/lgx/anaconda3/envs/sicnn/lib/python3.6/lib-dynload/_ctypes.cpython-36m-x86_64-linux-gnu.so(+0x13885) [0x7f54c2eed885]
[bt] (9) /home/lgx/anaconda3/envs/sicnn/bin/python(_PyObject_FastCallDict+0x8b) [0x55ba8986f5bb]

如何训练？

https://github.com/zuoqing1988/train-mtcnn
链接失效，求一个训练步骤
感谢大佬