Author: Zongwei Zhou | 周縱葦
Weibo: @MrGiovanni
Email: zongweiz@asu.edu
Credit: matterport/Mask_RCNN
Paper: Mask RCNN
1. Get start
conda create -n mask python=3.5
source activate mask
Requirements
- Python 3.4+
- Tensorflow 1.3+
- Keras 2.0.8+
- Jupyter Notebook
- Numpy, skimage, scipy, Pillow, cython, h5py
cd /your/project/home/
git clone https://github.com/matterport/Mask_RCNN.git
cd Mask_RCNN/
pip install --upgrade pip
pip install keras
pip install --upgrade tensorflow-gpu==1.4
pip install h5py pandas imageio scikit-image ipython pillow
Download the pretrained model from Mask R-CNN 2.0 >> mask_rcnn_coco.h5
urlopen error solution
Traceback (most recent call last):
File "dsb.py", line 22, in <module>
import utils
File "/mnt/.nfs/zongwei/Academic/DSB2018/Mask-RCNN/nesen-rcnn/utils.py", line 20, in <module>
from urllib2 import urlopen
ImportError: No module named 'urllib2'
1. Open utils.py, go to line 20 and find from urllib2 import urlopen.
2. Replace this line to
from urllib.request import urlopen
3. Save the change
This solution is credit to Import error: No module name urllib2
References.
TensorFlow實(shí)戰(zhàn)：Chapter-8上(Mask R-CNN介紹與實(shí)現(xiàn))
