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mtcnn-head-detection's Issues

IndexError: Index out of range

Hi, I have generated my own data,there has some issues like below when I trained,
I0906 03:52:38.055449 145076 layer_factory.hpp:77] Creating layer data
I0906 03:52:38.056452 145076 net.cpp:86] Creating Layer data
I0906 03:52:38.056471 145076 net.cpp:382] data -> data
I0906 03:52:38.056488 145076 net.cpp:382] data -> bbox_target
I0906 03:52:38.056497 145076 net.cpp:382] data -> label
Traceback (most recent call last):
File "jfda/train.py", line 123, in
solver = Solver(solver_prototxt, args)
File "jfda/train.py", line 60, in init
self.solver = caffe.SGDSolver(tmp_solver_prototxt)
File "/home/ll/Project/Object_Detection/mtcnn-head-detection/layers/data_layer.py", line 55, in setup
self.reshape(bottom, top)
File "/home/ll/Project/Object_Detection/mtcnn-head-detection/layers/data_layer.py", line 61, in reshape
top[3].reshape(self.n)
IndexError: Index out of range

在训练时遇到caffe.SGDSolver这个错误

I0704 15:17:48.250639 31549 net.cpp:382] data -> bbox_target
I0704 15:17:48.250646 31549 net.cpp:382] data -> label
Traceback (most recent call last):
File "jfda/train.py", line 125, in
solver = Solver(solver_prototxt, args)
File "jfda/train.py", line 62, in init
self.solver = caffe.SGDSolver(tmp_solver_prototxt)
File "/home/isp/workspace/opencvLab/mtcnn-head-detection/layers/data_layer.py", line 55, in setup
self.reshape(bottom, top)
File "/home/isp/workspace/opencvLab/mtcnn-head-detection/layers/data_layer.py", line 61, in reshape
top[3].reshape(self.n)
IndexError: Index out of range

Unable to find cheat and brainwash dataset

haneesh@haneesh:~/Desktop/mtcnn-head-detection-master$ python3 jfda/prepare.py --net p --wider --worker 8
[2020-01-05 20:31:13,719][INFO] loading WIDER
parsing /home/haneesh/Desktop/mtcnn-head-detection-master/data/SCUT_HEAD_Part_B/JPEGImages/ ...
parsing /home/haneesh/Desktop/mtcnn-head-detection-master/data/SCUT_HEAD_Part_A/JPEGImages/ ...
parsing /media/lincolnhard/11e5b063-4031-49ed-bf24-312fc250e90c/lincoln/cheat/JPEGImages/ ...
Traceback (most recent call last):
File "jfda/prepare.py", line 544, in
gen_wider()
File "jfda/prepare.py", line 270, in gen_wider
train_data, val_data = load_scutbrainwashcheat()
File "/home/haneesh/Desktop/mtcnn-head-detection-master/jfda/utils.py", line 15, in load_scutbrainwashcheat
for name in os.listdir(trainimdir):
FileNotFoundError: [Errno 2] No such file or directory: '/media/lincolnhard/11e5b063-4031-49ed-bf24-312fc250e90c/lincoln/cheat/JPEGImages/'

I would like to cite your work

Hello!
Your implementation has greatly aided in my research!
I changed some things up in the code ( and will happily provide all changes upon request) and the model is currently being re-trained for purposes not related to facial recognition.
I would like to firstly thank you and show my appreciation.
I'm not sure how to cite your work other than putting a link to your github in my paper.
Other than that is there any special way you would like to be cited?
Thanks again!

inference time

想问下up主,caffe下跑单一图片的时间有测算过么?
谢谢~

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