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September 10, 2015 18:57
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Face Detection using Python and Open CV
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import web, sys, os, subprocess, uuid | |
from opencv.cv import * | |
from opencv.highgui import * | |
from shutil import copy | |
def detectObjects(image, imagefile): | |
grayscale = cvCreateImage(cvSize(image.width, image.height), 8, 1) | |
cvCvtColor(image, grayscale, CV_BGR2GRAY) | |
storage = cvCreateMemStorage(0) | |
cvClearMemStorage(storage) | |
cvEqualizeHist(grayscale, grayscale) | |
cascade = cvLoadHaarClassifierCascade( | |
'/usr/share/doc/opencv-doc/examples/haarcascades/haarcascades/haarcascade_frontalface_default.xml.gz', cvSize(1,1)) | |
faces = cvHaarDetectObjects(grayscale, cascade, storage, 1.2, 2, | |
CV_HAAR_DO_CANNY_PRUNING, cvSize(50,50)) | |
if faces.total > 0: | |
for f in faces: | |
print("found a face: [(%d,%d) -> (%d,%d)]" % (f.x, f.y, f.x+f.width, f.y+f.height)) | |
foundFace(imagefile, f) | |
return faces.total | |
def foundFace(imagefile, f): | |
#os.system("convert {image} -stroke red -fill red -draw "rectangle {a},{b} {c},{d}" {output}".format( | |
os.system("convert {image} -draw "image SrcOver {a},{b} {c},{d} biglazer.png" {output}".format( | |
image=imagefile, | |
a=f.x+6, | |
b=f.y, | |
c=f.width, | |
d=f.height, | |
output=imagefile)); | |
urls = ( | |
'/upload', 'Upload', | |
) | |
class Upload: | |
def GET(self): | |
web.header("Content-Type","text/html; charset=utf-8") | |
return """<html><head><link rel="shortcut icon" href="/static/favicon.ico" | |
type="image/x-icon"></head><body> | |
<form method="POST" enctype="multipart/form-data" action=""> | |
<input type="file" name="myfile" /> | |
<br/> | |
<input type="submit" /> | |
</form> | |
</body></html>""" | |
def POST(self): | |
x = web.input(myfile={}) | |
filedir = '/home/mike/python/uploads' # change this to the directory you want to store the file in. | |
if 'myfile' in x: # to check if the file-object is created | |
filepath=x.myfile.filename.replace('\','/') # replaces the windows-style slashes with linux ones. | |
#filename=filepath.split('/')[-1] # splits the and chooses the last part (the filename with extension) | |
filename = str(uuid.uuid4()) | |
fout = open(filedir +'/'+ filename,'w') # creates the file where the uploaded file should be stored | |
fout.write(x.myfile.file.read()) # writes the uploaded file to the newly created file. | |
fout.close() # closes the file, upload complete. | |
# detect face | |
imagefile = filedir +'/'+ filename; | |
image = cvLoadImage(imagefile); | |
unique_name = str(uuid.uuid4()) | |
output_path = '/home/mike/python/static/%s.png' % unique_name | |
if (detectObjects(image, imagefile) > 0): | |
copy(imagefile, output_path) | |
web.redirect("static/%s.png" % unique_name) | |
else: | |
return """No face found.""" | |
raise web.seeother('/upload') | |
if __name__ == "__main__": | |
app = web.application(urls, globals(), True) | |
app.run() |
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