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### base on | ||
``` | ||
https://github.com/jetsonhacks/buildOpenCVXavier.git | ||
commit ca885938823640505cfdca6d6a82f7949c161717 (HEAD -> master, tag: v1.0, origin/master, origin/HEAD) | ||
Author: jetsonhacks <[email protected]> | ||
Date: Wed Nov 7 14:21:18 2018 -0800 | ||
remove libjasper-dev install | ||
``` | ||
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### 编译so | ||
``` | ||
# cd buildOpenCVXavier/ | ||
# ./buildAndPackageOpenCV.sh | ||
``` | ||
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### 打包 whl | ||
``` | ||
# cd opencv-python | ||
# cp /root/opencv/build/lib/python3/cv2.cpython-36m-aarch64-linux-gnu.so cv2/cv2.cpython-36m-aarch64-linux-gnu.so | ||
# python3 setup.py bdist_wheel | ||
# ls dist/ -lh | ||
total 1.6M | ||
-rw-r--r-- 1 root root 1.6M Jun 13 01:20 opencv_python-3.4.3-cp36-cp36m-linux_aarch64.whl | ||
``` |
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There are two example programs here. Both programs require OpenCV to be installed with GStreamer support enabled. | ||
Both of these examples were last tested with L4T 31.0.2, OpenCV 3.4.3 | ||
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The first is a simple C++ program to view the onboard camera feed from the Jetson Dev Kit. | ||
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To compile gstreamer_view.cpp: | ||
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$ g++ -o gstreamer_view -Wall -std=c++11 gstreamer_view.cpp $(pkg-config --libs opencv) | ||
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to run the program: | ||
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$ ./gstreamer_view | ||
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The second is a Python program that reads the onboard camera feed from the Jetson Dev Kit and does Canny Edge Detection. | ||
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To run the Canny detection demo (Python 2.7): | ||
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$ python cannyDetection.py | ||
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With Python 3.3: | ||
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$ python3 cannyDetection.py | ||
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With the Canny detection demo, use the less than (<) and greater than (>) to adjust the edge detection parameters. | ||
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## Notes | ||
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1. The gstreamer_view example is from Peter Moran: | ||
https://gist.github.com/peter-moran/742998d893cd013edf6d0c86cc86ff7f | ||
Note that the nvvidconv flip-method was changed to 0. Earlier versions of L4T used a flip method of 2. | ||
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2. For the Python examples, you will need to have the appropriate librariers installed. From the buildOpenCV scripts: | ||
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#### Python 2.7 | ||
$ sudo apt-get install -y python-dev python-numpy python-py python-pytest | ||
#### Python 3.5 | ||
$ sudo apt-get install -y python3-dev python3-numpy python3-py python3-pytest | ||
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## License | ||
MIT License | ||
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Copyright (c) 2017-2018 Jetsonhacks | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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||
The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
|
||
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. | ||
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gstreamer_view example Copyright (c) 2017 Peter Moran | ||
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#!/usr/bin/env python | ||
# MIT License | ||
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# Copyright (c) 2017-18 Jetsonhacks | ||
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# Permission is hereby granted, free of charge, to any person obtaining a copy | ||
# of this software and associated documentation files (the "Software"), to deal | ||
# in the Software without restriction, including without limitation the rights | ||
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
# copies of the Software, and to permit persons to whom the Software is | ||
# furnished to do so, subject to the following conditions: | ||
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# The above copyright notice and this permission notice shall be included in all | ||
# copies or substantial portions of the Software. | ||
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# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
# SOFTWARE. | ||
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import sys | ||
import argparse | ||
import cv2 | ||
import numpy as np | ||
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def parse_cli_args(): | ||
parser = argparse.ArgumentParser() | ||
parser.add_argument("--video_device", dest="video_device", | ||
help="Video device # of USB webcam (/dev/video?) [0]", | ||
default=0, type=int) | ||
arguments = parser.parse_args() | ||
return arguments | ||
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# Use a Jetson TX1 or TX2 camera in the Jetson AGX Xavier Camera Slot | ||
def open_onboard_camera(): | ||
return cv2.VideoCapture("nvarguscamerasrc ! video/x-raw(memory:NVMM), width=(int)1280, height=(int)720, format=(string)NV12, framerate=(fraction)30/1 ! nvvidconv ! video/x-raw,format=(string)BGRx ! videoconvert ! video/x-raw, format=(string)BGR ! appsink") | ||
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# Open an external usb camera /dev/videoX | ||
def open_camera_device(device_number): | ||
return cv2.VideoCapture(device_number) | ||
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def read_cam(video_capture): | ||
if video_capture.isOpened(): | ||
windowName = "CannyDemo" | ||
cv2.namedWindow(windowName, cv2.WINDOW_NORMAL) | ||
cv2.resizeWindow(windowName,1280,720) | ||
cv2.moveWindow(windowName,0,0) | ||
cv2.setWindowTitle(windowName,"Canny Edge Detection") | ||
showWindow=3 # Show all stages | ||
showHelp = True | ||
font = cv2.FONT_HERSHEY_PLAIN | ||
helpText="'Esc' to Quit, '1' for Camera Feed, '2' for Canny Detection, '3' for All Stages. '4' to hide help" | ||
edgeThreshold=40 | ||
showFullScreen = False | ||
while True: | ||
if cv2.getWindowProperty(windowName, 0) < 0: # Check to see if the user closed the window | ||
# This will fail if the user closed the window; Nasties get printed to the console | ||
break; | ||
ret_val, frame = video_capture.read(); | ||
if frame is None: | ||
continue ; | ||
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hsv=cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY) | ||
blur=cv2.GaussianBlur(hsv,(7,7),1.5) | ||
edges=cv2.Canny(blur,0,edgeThreshold) | ||
if showWindow == 3: # Need to show the 4 stages | ||
# Composite the 2x2 window | ||
# Feed from the camera is RGB, the others gray | ||
# To composite, convert gray images to color. | ||
# All images must be of the same type to display in a window | ||
frameRs=cv2.resize(frame, (640,360)) | ||
hsvRs=cv2.resize(hsv,(640,360)) | ||
vidBuf = np.concatenate((frameRs, cv2.cvtColor(hsvRs,cv2.COLOR_GRAY2BGR)), axis=1) | ||
blurRs=cv2.resize(blur,(640,360)) | ||
edgesRs=cv2.resize(edges,(640,360)) | ||
vidBuf1 = np.concatenate( (cv2.cvtColor(blurRs,cv2.COLOR_GRAY2BGR),cv2.cvtColor(edgesRs,cv2.COLOR_GRAY2BGR)), axis=1) | ||
vidBuf = np.concatenate( (vidBuf, vidBuf1), axis=0) | ||
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if showWindow==1: # Show Camera Frame | ||
displayBuf = frame | ||
elif showWindow == 2: # Show Canny Edge Detection | ||
displayBuf = edges | ||
elif showWindow == 3: # Show All Stages | ||
displayBuf = vidBuf | ||
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if showHelp == True: | ||
cv2.putText(displayBuf, helpText, (11,20), font, 1.0, (32,32,32), 4, cv2.LINE_AA) | ||
cv2.putText(displayBuf, helpText, (10,20), font, 1.0, (240,240,240), 1, cv2.LINE_AA) | ||
cv2.imshow(windowName,displayBuf) | ||
key=cv2.waitKey(10) | ||
if key == 27: # Check for ESC key | ||
cv2.destroyAllWindows() | ||
break ; | ||
elif key==49: # 1 key, show frame | ||
cv2.setWindowTitle(windowName,"Camera Feed") | ||
showWindow=1 | ||
elif key==50: # 2 key, show Canny | ||
cv2.setWindowTitle(windowName,"Canny Edge Detection") | ||
showWindow=2 | ||
elif key==51: # 3 key, show Stages | ||
cv2.setWindowTitle(windowName,"Camera, Gray scale, Gaussian Blur, Canny Edge Detection") | ||
showWindow=3 | ||
elif key==52: # 4 key, toggle help | ||
showHelp = not showHelp | ||
elif key==44: # , lower canny edge threshold | ||
edgeThreshold=max(0,edgeThreshold-1) | ||
print ('Canny Edge Threshold Maximum: ',edgeThreshold) | ||
elif key==46: # , raise canny edge threshold | ||
edgeThreshold=edgeThreshold+1 | ||
print ('Canny Edge Threshold Maximum: ', edgeThreshold) | ||
elif key==74: # Toggle fullscreen; This is the F3 key on this particular keyboard | ||
# Toggle full screen mode | ||
if showFullScreen == False : | ||
cv2.setWindowProperty(windowName, cv2.WND_PROP_FULLSCREEN, cv2.WINDOW_FULLSCREEN) | ||
else: | ||
cv2.setWindowProperty(windowName, cv2.WND_PROP_FULLSCREEN, cv2.WINDOW_NORMAL) | ||
showFullScreen = not showFullScreen | ||
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else: | ||
print ("camera open failed") | ||
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if __name__ == '__main__': | ||
arguments = parse_cli_args() | ||
print("Called with args:") | ||
print(arguments) | ||
print("OpenCV version: {}".format(cv2.__version__)) | ||
print("Device Number:",arguments.video_device) | ||
print cv2.getBuildInformation() | ||
if arguments.video_device==0: | ||
print("Using on-board camera") | ||
video_capture=open_onboard_camera() | ||
else: | ||
video_capture=open_camera_device(arguments.video_device) | ||
# Only do this on external cameras; onboard will cause camera not to read | ||
video_capture.set(cv2.CAP_PROP_FPS,30) | ||
read_cam(video_capture) | ||
video_capture.release() | ||
cv2.destroyAllWindows() |
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/* | ||
Example code for displaying gstreamer video from the CSI port of the Nvidia Jetson in OpenCV. | ||
Created by Peter Moran on 7/29/17. | ||
https://gist.github.com/peter-moran/742998d893cd013edf6d0c86cc86ff7f | ||
*/ | ||
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#include <opencv2/opencv.hpp> | ||
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std::string get_tegra_pipeline(int width, int height, int fps) { | ||
return "nvarguscamerasrc ! video/x-raw(memory:NVMM), width=(int)" + std::to_string(width) + ", height=(int)" + | ||
std::to_string(height) + ", format=(string)NV12, framerate=(fraction)" + std::to_string(fps) + | ||
"/1 ! nvvidconv flip-method=0 ! video/x-raw, format=(string)BGRx ! videoconvert ! video/x-raw, format=(string)BGR ! appsink"; | ||
} | ||
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int main() { | ||
// Options | ||
int WIDTH = 1920; | ||
int HEIGHT = 1080; | ||
int FPS = 30; | ||
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// Define the gstream pipeline | ||
std::string pipeline = get_tegra_pipeline(WIDTH, HEIGHT, FPS); | ||
std::cout << "Using pipeline: \n\t" << pipeline << "\n"; | ||
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// Create OpenCV capture object, ensure it works. | ||
cv::VideoCapture cap(pipeline, cv::CAP_GSTREAMER); | ||
if (!cap.isOpened()) { | ||
std::cout << "Connection failed"; | ||
return -1; | ||
} | ||
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// View video | ||
cv::Mat frame; | ||
while (1) { | ||
cap >> frame; // Get a new frame from camera | ||
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// Display frame | ||
imshow("Display window", frame); | ||
cv::waitKey(1); //needed to show frame | ||
} | ||
} |
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MIT License | ||
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||
Copyright (c) 2017-2018 Jetsonhacks | ||
|
||
Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
|
||
The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
|
||
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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