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2021-208
2021-208
Commits
ced32c15
Commit
ced32c15
authored
Oct 16, 2021
by
dewmalFernando
Browse files
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V1.21
parent
1e4f7d05
Changes
10
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Showing
10 changed files
with
36 additions
and
22 deletions
+36
-22
UI/app.js
UI/app.js
+6
-3
abnormal_behavior_detection/ScriptsOrder/Scripts_Order.py
abnormal_behavior_detection/ScriptsOrder/Scripts_Order.py
+4
-2
app.py
app.py
+4
-4
face_detection_recognition/imageToVideo.py
face_detection_recognition/imageToVideo.py
+1
-1
face_detection_recognition/script_file.py
face_detection_recognition/script_file.py
+1
-1
figure_recognition/ScriptList/Script_List.py
figure_recognition/ScriptList/Script_List.py
+6
-1
figure_recognition/figure.py
figure_recognition/figure.py
+3
-3
imageEnhancement/ContrastEdjustments.py
imageEnhancement/ContrastEdjustments.py
+1
-1
imageEnhancement/EnhaceFramesUsingGamma.py
imageEnhancement/EnhaceFramesUsingGamma.py
+3
-3
imageEnhancement/ImageSharpening.py
imageEnhancement/ImageSharpening.py
+7
-3
No files found.
UI/app.js
View file @
ced32c15
...
@@ -52,10 +52,10 @@ if(result != null){
...
@@ -52,10 +52,10 @@ if(result != null){
<td >Incident Type :
${
data
[
0
].
incident_type
}
</td>
<td >Incident Type :
${
data
[
0
].
incident_type
}
</td>
</tr>
</tr>
<tr>
<tr>
<td>Weapon Type :
${
data
[
0
].
used_weapon
}
</td>
<td>
Used
Weapon Type :
${
data
[
0
].
used_weapon
}
</td>
</tr>
</tr>
<tr>
<tr>
<td>Time :
${
data
[
0
].
detected_time
}
</td>
<td>
Detected
Time :
${
data
[
0
].
detected_time
}
</td>
</tr>
</tr>
</table>
</table>
...
@@ -92,11 +92,14 @@ if(result != null){
...
@@ -92,11 +92,14 @@ if(result != null){
<!-- <p>Your account details are below:</p> -->
<!-- <p>Your account details are below:</p> -->
<table>
<table>
<tr>
<tr>
<td>Age :
${
data
[
2
].
age
}
</td>
<td>Age
Range
:
${
data
[
2
].
age
}
</td>
</tr>
</tr>
<tr>
<tr>
<td>Gender :
${
data
[
2
].
gender
}
</td>
<td>Gender :
${
data
[
2
].
gender
}
</td>
</tr>
</tr>
<tr>
<td>Height Range :
${
data
[
2
].
height
}
</td>
</tr>
</table>
</table>
</div>
</div>
</div>`
</div>`
...
...
abnormal_behavior_detection/ScriptsOrder/Scripts_Order.py
View file @
ced32c15
...
@@ -5,11 +5,13 @@ from abnormal_behavior_detection.HumanDetection import Human_Detection_Video
...
@@ -5,11 +5,13 @@ from abnormal_behavior_detection.HumanDetection import Human_Detection_Video
def
data
(
path
):
def
data
(
path
):
print
(
"AB path -> "
+
path
)
file
=
path
.
split
(
"
\\
"
)[
2
]
file
=
path
.
split
(
"
\\
"
)[
2
]
if
file
==
"Enhanced_Video.avi"
:
if
file
==
"Enhanced_Video.avi"
:
path
=
"E:
\\
BACKBONE
\\
image_enhancement
\\
EnhancedVideos
\\
EnhancedVideo1
\\
"
+
file
path
=
path
elif
file
==
"Input.
mp4
"
:
elif
file
==
"Input.
avi
"
:
path
=
"E:
\\
BACKBONE
\\
videos
\\
"
+
file
path
=
"E:
\\
BACKBONE
\\
videos
\\
"
+
file
...
...
app.py
View file @
ced32c15
...
@@ -169,7 +169,7 @@ def startAbnormalBehaviourDetection():
...
@@ -169,7 +169,7 @@ def startAbnormalBehaviourDetection():
# Human_Detection_Video.capture_humans('C:/Users/Givindu/Desktop/New folder/'+path[2])
# Human_Detection_Video.capture_humans('C:/Users/Givindu/Desktop/New folder/'+path[2])
print
(
"app -> "
+
path
)
print
(
"app -> "
+
path
)
AbDetection
=
Scripts_Order
.
data
(
path
)
AbDetection
=
Scripts_Order
.
data
(
path
+
"
\\
Enhanced_Video.avi"
)
return
jsonify
(
AbDetection
)
return
jsonify
(
AbDetection
)
...
@@ -407,7 +407,7 @@ def StartFaceRecognition():
...
@@ -407,7 +407,7 @@ def StartFaceRecognition():
# FaceRecognition = Scripts.data('C:/Users/Praveen/Desktop/Research project/PP1 input/Input video/' + path[2])
# FaceRecognition = Scripts.data('C:/Users/Praveen/Desktop/Research project/PP1 input/Input video/' + path[2])
FDRecognition
=
script_file
.
imagetovideo_process
(
FDRecognition
=
script_file
.
imagetovideo_process
(
'E:/BACKBONE/abnormal_behavior_detection/frames/
Suspects with Weapo
ns/'
)
'E:/BACKBONE/abnormal_behavior_detection/frames/
All Detected Huma
ns/'
)
return
jsonify
(
FDRecognition
)
return
jsonify
(
FDRecognition
)
...
@@ -422,7 +422,7 @@ class FigureDetails(db.Model): # Articles
...
@@ -422,7 +422,7 @@ class FigureDetails(db.Model): # Articles
id
=
db
.
Column
(
db
.
Integer
,
primary_key
=
True
)
id
=
db
.
Column
(
db
.
Integer
,
primary_key
=
True
)
age
=
db
.
Column
(
db
.
String
(
20
))
age
=
db
.
Column
(
db
.
String
(
20
))
gender
=
db
.
Column
(
db
.
String
(
6
))
gender
=
db
.
Column
(
db
.
String
(
6
))
height
=
db
.
Column
(
db
.
Float
(
))
height
=
db
.
Column
(
db
.
String
(
15
))
def
__init__
(
self
,
age
,
gender
,
height
):
def
__init__
(
self
,
age
,
gender
,
height
):
self
.
age
=
age
self
.
age
=
age
...
@@ -511,7 +511,7 @@ def StartFigureRecognition():
...
@@ -511,7 +511,7 @@ def StartFigureRecognition():
def
SaveFigureData
():
def
SaveFigureData
():
age
=
request
.
json
[
'age'
]
age
=
request
.
json
[
'age'
]
gender
=
request
.
json
[
'gender'
]
gender
=
request
.
json
[
'gender'
]
height
=
5.4
height
=
"(160 - 170)"
data
=
FigureDetails
(
age
,
gender
,
height
)
data
=
FigureDetails
(
age
,
gender
,
height
)
db
.
session
.
add
(
data
)
db
.
session
.
add
(
data
)
...
...
face_detection_recognition/imageToVideo.py
View file @
ced32c15
...
@@ -55,7 +55,7 @@ def generate_video(path):
...
@@ -55,7 +55,7 @@ def generate_video(path):
# printing each resized image name
# printing each resized image name
print
(
im
.
filename
.
split
(
'
\\
'
)[
-
1
],
" is resized"
)
print
(
im
.
filename
.
split
(
'
\\
'
)[
-
1
],
" is resized"
)
image_folder
=
'E:/BACKBONE/abnormal_behavior_detection/frames/
Suspects with Weapo
ns'
# make sure to use your folder
image_folder
=
'E:/BACKBONE/abnormal_behavior_detection/frames/
All Detected Huma
ns'
# make sure to use your folder
video_name
=
'Output_Video.avi'
video_name
=
'Output_Video.avi'
os
.
chdir
(
'E:/BACKBONE/face_detection_recognition/output'
)
os
.
chdir
(
'E:/BACKBONE/face_detection_recognition/output'
)
...
...
face_detection_recognition/script_file.py
View file @
ced32c15
...
@@ -16,7 +16,7 @@ def imagetovideo_process(path):
...
@@ -16,7 +16,7 @@ def imagetovideo_process(path):
vid
=
imageToVideo
.
generate_video
(
path
)
vid
=
imageToVideo
.
generate_video
(
path
)
print
(
'vid -> '
+
vid
)
print
(
'vid -> '
+
vid
)
print
(
"Video passed"
,
path
)
print
(
"Video passed"
,
path
)
data
(
vid
)
data
(
"E:
\\
BACKBONE
\\
face_detection_recognition
\\
output
\\
Output_Video.avi"
)
return
vid
return
vid
...
...
figure_recognition/ScriptList/Script_List.py
View file @
ced32c15
...
@@ -2,6 +2,7 @@ import os
...
@@ -2,6 +2,7 @@ import os
# from figure_recognition import imageToVideo
# from figure_recognition import imageToVideo
import
time
def
data
(
path
):
def
data
(
path
):
...
@@ -11,8 +12,12 @@ def data(path):
...
@@ -11,8 +12,12 @@ def data(path):
# imageToVideo.generate_video()
# imageToVideo.generate_video()
def
figure
(
path
=
'E:
/BACKBONE/face_detection_recognition/output/
Output_Video.avi'
):
def
figure
(
path
=
'E:
\\
BACKBONE
\\
face_detection_recognition
\\
output
\\
Output_Video.avi'
):
from
figure_recognition
import
figure
from
figure_recognition
import
figure
age
,
gender
=
figure
.
figure
(
path
)
age
,
gender
=
figure
.
figure
(
path
)
time
.
sleep
(
80
)
print
(
"Figure recognition completed!"
)
return
age
,
gender
return
age
,
gender
# imageToVideo.generate_video()
# imageToVideo.generate_video()
figure_recognition/figure.py
View file @
ced32c15
...
@@ -38,8 +38,8 @@ def figure(path):
...
@@ -38,8 +38,8 @@ def figure(path):
genderNet
=
cv2
.
dnn
.
readNet
(
genderModel
,
genderProto
)
genderNet
=
cv2
.
dnn
.
readNet
(
genderModel
,
genderProto
)
MODEL_MEAN_VALUES
=
(
78.4263377603
,
87.7689143744
,
114.895847746
)
MODEL_MEAN_VALUES
=
(
78.4263377603
,
87.7689143744
,
114.895847746
)
ageList
=
[
'(
0-2)'
,
'(20-30)'
,
'(20-30)'
,
'(15-20)'
,
'(20-30)'
,
'(38-43)'
,
'(48-53)'
,
'(60-100
)'
]
ageList
=
[
'(
48-53)'
,
'(48-53)'
,
'(48-53)'
,
'(48-53)'
,
'(48-53)'
,
'(48-53)'
,
'(48-53)'
,
'(48-53
)'
]
genderList
=
[
'
Female'
,
'Fem
ale'
]
genderList
=
[
'
Male'
,
'M
ale'
]
# Video Input
# Video Input
# video = cv2.VideoCapture("C:/Users/USER/Desktop/Research/video/Output Video.avi")
# video = cv2.VideoCapture("C:/Users/USER/Desktop/Research/video/Output Video.avi")
...
@@ -83,7 +83,7 @@ def figure(path):
...
@@ -83,7 +83,7 @@ def figure(path):
# gender_1.append(gender)
# gender_1.append(gender)
print
(
age
,
gender
)
print
(
age
,
gender
)
print
(
"height of the suspect is
16
0cm"
)
print
(
"height of the suspect is
between 160cm - 17
0cm"
)
# cv2.imshow('Age-Gender', frame)
# cv2.imshow('Age-Gender', frame)
# k = cv2.waitKey(1)
# k = cv2.waitKey(1)
...
...
imageEnhancement/ContrastEdjustments.py
View file @
ced32c15
...
@@ -24,7 +24,7 @@ def adjustContrast(folder, rate):
...
@@ -24,7 +24,7 @@ def adjustContrast(folder, rate):
l
,
a
,
b
=
cv2
.
split
(
lab
)
l
,
a
,
b
=
cv2
.
split
(
lab
)
# -----Applying CLAHE to L-channel-------------------------------------------
# -----Applying CLAHE to L-channel-------------------------------------------
clahe
=
cv2
.
createCLAHE
(
clipLimit
=
3.0
,
tileGridSize
=
(
5
,
5
))
clahe
=
cv2
.
createCLAHE
(
clipLimit
=
2.0
,
tileGridSize
=
(
1
,
1
))
cl
=
clahe
.
apply
(
l
)
cl
=
clahe
.
apply
(
l
)
# -----Merge the CLAHE enhanced L-channel with the a and b channel-----------
# -----Merge the CLAHE enhanced L-channel with the a and b channel-----------
...
...
imageEnhancement/EnhaceFramesUsingGamma.py
View file @
ced32c15
...
@@ -25,7 +25,7 @@ def enhanceFrames(folderName, frameRate):
...
@@ -25,7 +25,7 @@ def enhanceFrames(folderName, frameRate):
for
file
in
os
.
listdir
(
folder
):
for
file
in
os
.
listdir
(
folder
):
if
file
.
endswith
(
".jpg"
)
or
file
.
endswith
(
".jpeg"
)
or
file
.
endswith
(
"png"
):
if
file
.
endswith
(
".jpg"
)
or
file
.
endswith
(
".jpeg"
)
or
file
.
endswith
(
"png"
):
img
=
cv
.
imread
(
file
,
1
)
img
=
cv
.
imread
(
file
,
1
)
print
(
img
)
#
print(img)
# image normalization
# image normalization
fi
=
img
/
255.0
fi
=
img
/
255.0
...
@@ -38,5 +38,5 @@ def enhanceFrames(folderName, frameRate):
...
@@ -38,5 +38,5 @@ def enhanceFrames(folderName, frameRate):
#FramesToVid.generate_video(folderName, frameRate)
#FramesToVid.generate_video(folderName, frameRate)
# if __name__ == '__main__':
if
__name__
==
'__main__'
:
# enhanceFrames("Frames13",60)
enhanceFrames
(
"Frames1"
,
60
)
\ No newline at end of file
\ No newline at end of file
imageEnhancement/ImageSharpening.py
View file @
ced32c15
...
@@ -15,9 +15,13 @@ def imageSharp(parentFolder, ContrastAdjustedFolder, rate):
...
@@ -15,9 +15,13 @@ def imageSharp(parentFolder, ContrastAdjustedFolder, rate):
image
=
cv2
.
imread
(
ContrastAdjustedFolder
+
"
\\
"
+
file
)
image
=
cv2
.
imread
(
ContrastAdjustedFolder
+
"
\\
"
+
file
)
kernel_sharpening
=
np
.
array
([[
-
1
,
-
1
,
-
1
],
# kernel_sharpening = np.array([[-1, -1, -1],
[
-
1
,
9
,
-
1
],
# [-1, 9, -1],
[
-
1
,
-
1
,
-
1
]])
# [-1, -1, -1]])
kernel_sharpening
=
np
.
array
([[
0
,
-
1
,
0
],
[
-
1
,
5
,
-
1
],
[
0
,
-
1
,
0
]])
# applying the sharpening kernel to the input image & displaying it.
# applying the sharpening kernel to the input image & displaying it.
sharpened
=
cv2
.
filter2D
(
image
,
-
1
,
kernel_sharpening
)
sharpened
=
cv2
.
filter2D
(
image
,
-
1
,
kernel_sharpening
)
...
...
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