Comments (4)
I did it.
Algorithm works very well
Thank you!!
from scale_optimization.
Hi, thanks for your attention to this algorithm.
The current implementation is based on ROS, the data is organized as a rosbag file. Check launch/sample.launch how to launch the algorithm.
Below is the script I used to use to convert stereo images to a rosbag. You need to modify it to fit your data format. I hope it helps:
import sys
import os
import cv2
import rospy
import rosbag
import progressbar
import argparse
import glob
from std_msgs.msg import Header
from cv_bridge import CvBridge
def save_camera_data(image_path, bag, bridge, camera_frame_id, topic):
print(image_path)
image_filenames = sorted(os.listdir(image_path))
bar = progressbar.ProgressBar()
for filename in bar(image_filenames):
image_filename = os.path.join(image_path, filename)
cv_image = cv2.imread(image_filename, 0)
cv_image = cv2.cvtColor(cv_image, cv2.COLOR_BayerRG2RGB)
cv_image = cv2.cvtColor(cv_image, cv2.COLOR_RGB2GRAY)
encoding = "mono8"
image_message = bridge.cv2_to_imgmsg(cv_image, encoding=encoding)
image_message.header.frame_id = camera_frame_id
image_message.header.stamp = rospy.Time.from_sec(float(os.path.splitext(filename)[0])*1e-9)
topic_ext = "/image_raw"
bag.write(topic + topic_ext, image_message, t = image_message.header.stamp)
if __name__ == '__main__':
parser = argparse.ArgumentParser(description = "Convert images to ROS bag file!")
parser.add_argument("--left_dir", help = "directory of the left images")
parser.add_argument("--right_dir", help = "directory of the right images")
parser.add_argument("--bag", help = "directory of the output bag file")
args = parser.parse_args()
if not os.path.exists(args.left_dir):
print('Path {} does not exists. Exiting.'.format(args.left_dir))
sys.exit(1)
if not os.path.exists(args.right_dir):
print('Path {} does not exists. Exiting.'.format(args.right_dir))
sys.exit(1)
bag = rosbag.Bag(args.bag, 'w', compression=rosbag.Compression.NONE)
bridge = CvBridge()
try:
save_camera_data(args.left_dir, bag, bridge, 'camera_left', '/left')
save_camera_data(args.right_dir, bag, bridge, 'camera_right', '/right')
finally:
print("## OVERVIEW ##")
print(bag)
bag.close()
from scale_optimization.
Please make sure what I understand.
- Convert the image files into a rosbag using the script.
- launch program
- rosbag play
I'll try it. thank you.
from scale_optimization.
Correct. But you need to modify the script a bit since some lines are hardcoded (e.g., rospy.Time.from_sec(float(os.path.splitext(filename)[0])*1e-9)).
from scale_optimization.
Related Issues (6)
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from scale_optimization.