prep yoloserv for zeeshan
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61
sbin/ctl.sh
61
sbin/ctl.sh
@ -40,64 +40,21 @@ echo "PYTHONPATH = $PYTHONPATH"
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# There are many of them and they are all different.
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# Some are proprietary, so check your licensing (ask Matt)
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function f_apt(){
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apt update
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apt upgrade
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apt install libopencv-dev python3-opencv
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pip3 install --upgrade pip
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pip3 install yolov5
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pip3 install yolov8
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case $1 in
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"updates") apt update
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apt upgrade
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apt install libopencv-dev python3-opencv
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python3 -m pip install --upgrade pip
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;;
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"regula") f_apt_regula
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;;
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"yolov5") f_apt_yolov5
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;;
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"yolov8") f_apt_yolov8
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;;
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"paravision") f_apt_paravision
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;;
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"deepface") pip3 install deepface
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;;
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"freeface") f_apt_facerec
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;;
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"paraface") f_apt_regula
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f_apt_yolov5
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f_apt_paravision
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;;
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"intox") f_apt_yolov5
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f_apt_intox
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;;
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*) echo "Error. Second parameter must be updates|regula|yolov5|paravision|freeface|paraface|palm|intox"
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;;
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esac
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}
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function f_apt_regula(){
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# Regula
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apt install pcscd libccid
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wget -O downloads/regula.deb https://downloads.regulaforensics.com/repo/ubuntu/pool/stable/r/regula-reader/regula-reader_6.7.198393.16246_amd64.deb
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wget -O downloads/drivers.deb https://downloads.regulaforensics.com/repo/ubuntu/pool/stable/r/regula-drivers/regula-drivers_2.1.1.12_amd64.deb
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dpkg --install downloads/regula.deb
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}
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function f_apt_yolov5(){
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wget -O downloads/yolov5.zip https://github.com/ultralytics/yolov5/archive/refs/heads/master.zip
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cd downloads
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unzip yolov5.zip
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cd $HERE
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}
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function f_apt_yolov8(){
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wget -O downloads/yolov8.zip https://github.com/ultralytics/ultralytics/archive/refs/heads/main.zip
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cd downloads
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unzip yolov8.zip
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cd $HERE
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}
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function f_apt_openvino(){
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sudo pip3 install openvino
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}
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function f_apt_paravision(){
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# Needs openvino
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. /usr/local/lib/python3.10/dist-packages/
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ROOTURL="http://824f668f-5c6e-4ffe-8b5b-edb4d0301982:985c5412-5e0d-4d66-8d28-ed32dbb900a3@paravision.mycloudrepo.io"
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pip3 install cmake --upgrade
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@ -106,10 +63,10 @@ function f_apt_paravision(){
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--extra-index-url $ROOTURL/repositories/python-recognition\
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"paravision-recognition" "paravision-models-gen5-balanced-openvino-2022-3" "openvino==2022.3"\
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--trusted-host paravision.mycloudrepo.io
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}
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function f_apt_facerec(){
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# Open source Face_Recognition
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pip3 install deepface
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wget -O downloads/facerec.zip https://github.com/ageitgey/face_recognition/archive/refs/heads/master.zip
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cd downloads
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unzip facerec.zip
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@ -104,6 +104,12 @@ class yoloserv(object):
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self.life_detector = Realsense()
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self.life_detector.init()
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# Documents
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if "regula" in self.device_list:
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print("Loading regula...")
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self.doc_detector = Regula()
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self.doc_detector.init()
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# Intoxication
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if "intox" in self.device_list:
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print("Loading intoxivision...")
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@ -127,6 +133,35 @@ class yoloserv(object):
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def svc_match_faces(self,infile1,infile2):
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return self.face_detector.detect(infile1,infile2)
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@cherrypy.expose
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def facematch(self,dev1,dev2):
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if self.conf["emulate_facematch"]:
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return '{ "status":0, "remark":"OK(Emulated)", "data":{"device1":"%s","device2":"%s","device1_qual":123,"device2_qual":234,"match_score":600} }' % (dev1,dev2)
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if dev1 == "regula":
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img1 = "/tmp/regula/Portrait_0.jpg"
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if dev1 == "localcam":
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img1 = "/tmp/localcam.png"
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if dev2 == "regula":
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img2 = "/tmp/regula/Portrait_0.jpg"
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if dev2 == "localcam":
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img2 = "/tmp/localcam.png"
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if self.conf["emulate_facematch"]:
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return '{ "status":0, "remark":"OK", "data":{} }'
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self.devices["facematch"].load(dev1, dev2, img1, img2)
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status = self.devices["facematch"].get_faces()
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if status is not None:
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return '{ "status":777242, "remark":"face matching failed", "guilty_param":"facematch", "guilty_value":"%s" }' % (status)
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status = self.devices["facematch"].compute_scores()
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if status is not None:
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return '{ "status":777243, "remark":"face scoring failed", "guilty_param":"facematch", "guilty_value":"%s" }' % (status)
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jsonstr = self.devices["facematch"].get_scores()
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return '{ "status":0, "remark":"OK", "data":%s }' % (jsonstr)
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