wuzheng-sjtu / fastfpn Goto Github PK

It seems there is not a test or evaluate program in this repository, so do you have a plan to add one?
Thank you.

When I run resnet50_test,i meet a problem.
The code in this:
for step in range(FLAGS.max_iters):
start_time = time.time()

    _, tot_loss, reg_lossnp, img_id_str, \
    rpn_box_loss, rpn_cls_loss, refined_box_loss, refined_cls_loss, mask_loss, \
    gt_boxesnp, \
    rpn_batch_pos, rpn_batch, refine_batch_pos, refine_batch, mask_batch_pos, mask_batch = \
                 sess.run([update_op, total_loss, reg_loss,  img_id] + 
                          losses + 
                          [gt_boxes] + 
                          batch_info)

The wrong message:
Traceback (most recent call last):
File "/home/zzz/pycharm-community-2017.2.3/helpers/pydev/pydevd.py", line 1599, in
globals = debugger.run(setup['file'], None, None, is_module)
File "/home/zzz/pycharm-community-2017.2.3/helpers/pydev/pydevd.py", line 1026, in run
pydev_imports.execfile(file, globals, locals) # execute the script
File "/home/zzz/FastFPN/unit_test/resnet50_test.py", line 150, in
batch_info)
ValueError: need more than 13 values to unpack
I worked two weeks in this project,i'm very depress.I hope you can give me some suggestion. @DandyWuGit @wuzheng-sjtu

I encounter a problem when I try to run the train.py like this
Traceback (most recent call last):
File "C:/Users/Administrator/Desktop/FastFPN-master/FastFPN-master/train/train.py", line 22, in
import libs.nets.pyramid_network as pyramid_network
File "C:/Users/Administrator/Desktop/FastFPN-master/FastFPN-master/train..\libs\nets\pyramid_network.py", line 9, in
from libs.boxes.roi import roi_cropping
File "C:/Users/Administrator/Desktop/FastFPN-master/FastFPN-master/train..\libs\boxes_init_.py", line 7, in
from . import cython_nms
File "C:/Users/Administrator/Desktop/FastFPN-master/FastFPN-master/train..\libs\boxes\cython_nms.py", line 14, in
bootstrap()
File "C:/Users/Administrator/Desktop/FastFPN-master/FastFPN-master/train..\libs\boxes\cython_nms.py", line 12, in bootstrap
imp.load_dynamic(name, file)
File "D:\Anaconda\envs\tensorflow\lib\imp.py", line 343, in load_dynamic
return _load(spec)
ImportError: DLL load failed: The specified module could not be found.

I think it might have something to do with the version problem, I will be appreciate if you could offer me some advices. THANK YOU.

a great work.

After modified according to my own dataset, it raised the following error:

Caused by op u'pyramid_2/ROIEncoder/PyFunc', defined at:
File "train/train.py", line 222, in
train()
File "train/train.py", line 137, in train
loss_weights=[0.2, 0.2, 1.0, 0.2])
File "train/../libs/nets/pyramid_network.py", line 547, in build
refined_box_lw=loss_weights[2], refined_cls_lw=loss_weights[3])
File "train/../libs/nets/pyramid_network.py", line 435, in build_losses
roi_encoder(gt_boxes, rois, num_classes, scope='ROIEncoder')
File "train/../libs/layers/wrapper.py", line 58, in roi_encoder
[tf.float32, tf.float32, tf.float32])
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/script_ops.py", line 212, in py_func
input=inp, token=token, Tout=Tout, name=name)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/gen_script_ops.py", line 50, in _py_func
"PyFunc", input=input, token=token, Tout=Tout, name=name)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
op_def=op_def)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 2956, in create_op
op_def=op_def)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 1470, in init
self._traceback = self._graph._extract_stack() # pylint: disable=protected-access

InvalidArgumentError (see above for traceback): exceptions.ValueError: could not broadcast input array from shape (4) into shape (0)
[[Node: pyramid_2/ROIEncoder/PyFunc = PyFunc[Tin=[DT_FLOAT, DT_FLOAT, DT_INT32], Tout=[DT_FLOAT, DT_FLOAT, DT_FLOAT], token="pyfunc_13", _device="/job:localhost/replica:0/task:0/device:CPU:0"](random_shuffle_queue_Dequeue:3, pyramid_1/SampleBoxes/Reshape/_929, pyramid_2/ROIEncoder/PyFunc/input_2)]]

Please help me to check it, thanks.

Traceback (most recent call last):
File "/home/zzz/FastFPN/unit_test/resnet50_test.py", line 66, in
mask_lw=0.2)
TypeError: build_losses() got multiple values for keyword argument 'num_classes'
函数定义是只有9个变量，那一行代码确实有11个变量。emmm这个该怎么改

losses

  loss, losses, batch_info = pyramid_network.build_losses(pyramid, outputs,
                                         gt_boxes, gt_masks,
                                         num_classes=81, base_anchors=9, 
                                         rpn_box_lw =0.1, rpn_cls_lw = 0.2,
                                         refined_box_lw=2.0, refined_cls_lw=0.1,
                                         mask_lw=0.2)