yukangwang/deepflux

DeepFlux for Skeletons in the wild (CVPR 2019 & IJCV 2020)

deepflux's Issues

data labelling

Hi, I would train with my own custom datasets. What software/tool can I use to label them?

Thanks!

RuntimeError when running train.py

Hi, Thanks for the great work!

I ran into this error when I was trying to train scripts in my Ubuntu18.04 python3 environment, any idea why this happened? Thanks!

command: python3 train.py --gpu 0 --dataset sklarge --initmodel ../../models/VGG_ILSVRC_16_layers.caffemodel

Traceback (most recent call last):
File "train.py", line 283, in
write_net(args.dataset)
File "train.py", line 107, in write_net
net.sdcrop = crop(net.upsd, net.relu3_3)
File "/usr/lib/python3/dist-packages/caffe/coord_map.py", line 178, in crop
ax, a, b = coord_map_from_to(top_from, top_to)
File "/usr/lib/python3/dist-packages/caffe/coord_map.py", line 168, in coord_map_from_to
raise RuntimeError('Could not compute map between tops; are they '
RuntimeError: Could not compute map between tops; are they connected by spatial layers?

AttributeError: 'module' object has no attribute 'cv'

I have installed opencv3.4.3,when run the train.py i get the Traceback... Could you help me look it

Python 2.7.13 |Continuum Analytics, Inc.| (default, Dec 20 2016, 23:09:15)
[GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] on linux2
Type "help", "copyright", "credits" or "license" for more information.
Anaconda is brought to you by Continuum Analytics.
Please check out: http://continuum.io/thanks and https://anaconda.org

import cv2
print cv2.version
3.4.3
exit()

Traceback (most recent call last):
File "train.py", line 279, in
train(args.initmodel, args.gpu)
File "train.py", line 258, in train
solver = caffe.AdamSolver('solver.prototxt')
File "/home/disk/yeler082/DeepFlux/examples/DeepFlux/pylayerUtils.py", line 46 , in reshape
self.image, self.flux, self.dilmask = self.loadsklarge(self.fnLst[self.idx]. split()[0],self.fnLst[self.idx].split()[1])
File "/home/disk/yeler082/DeepFlux/examples/DeepFlux/pylayerUtils.py", line 98 , in loadsklarge
dst, labels = cv2.distanceTransformWithLabels(rev, cv2.cv.CV_DIST_L2, cv2.cv .CV_DIST_MASK_PRECISE, labelType=cv2.DIST_LABEL_PIXEL)
AttributeError: 'module' object has no attribute 'cv'

custom detection

Can i train this to detect skeleton of another objects like drones or something?

PR-curve data

Dear Wang， can you provide the data for PR-curves？

About the aumentation.m file

Hi,
I really appreciate the great job, thanks for your sharing!
But I don't get the aumentation.m file . Could you please tell me the reason?
Thanks again.

Undefined variable $thr in eval_py.sh

In DeepFlux/examples/DeepFlux/evaluation/eval_py.sh, where python ../inference.py $deploy $model $gpu $imageDir/ $thr $dks $eks $detDir/ is executed, there isn't such variable defined as $thr. I think instead of $thr, it should be $lamda.

Is deepflux reproducible

Here is a topic of reproducing deepflux, sunsmarterjie/SDL-Skeleton#8, could you give some advices?