first video synopsis working kinda jank tho

This commit is contained in:
Askill 2020-09-23 22:02:46 +02:00
parent ea2891ff17
commit 40d6339c3c
6 changed files with 51 additions and 23 deletions

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@ -8,15 +8,17 @@ import os
import numpy as np import numpy as np
import traceback import traceback
import _thread import _thread
import imageio
import numpy as np
class ContourExtractor: class ContourExtractor:
#X = {frame_number: contours, } #X = {frame_number: [(contour, (x,y,w,h)), ...], }
extractedContours = dict() extractedContours = dict()
def __init__(self, videoPath): def __init__(self, videoPath):
print("ContourExtractror initiated") print("ContourExtractor initiated")
print(videoPath)
min_area = 100 min_area = 100
max_area = 30000 max_area = 30000
@ -37,10 +39,10 @@ class ContourExtractor:
# resize the frame, convert it to grayscale, and blur it # resize the frame, convert it to grayscale, and blur it
if frame is None: if frame is None:
return return
#frame = imutils.resize(frame, width=500) frame = imutils.resize(frame, width=500)
cv2.imshow( "frame", frame ) cv2.imshow( "frame", frame )
gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY) gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
gray = cv2.GaussianBlur(gray, (31, 31), 0) gray = cv2.GaussianBlur(gray, (5, 5), 0)
# if the first frame is None, initialize it # if the first frame is None, initialize it
if firstFrame is None: if firstFrame is None:
@ -58,15 +60,17 @@ class ContourExtractor:
cnts = imutils.grab_contours(cnts) cnts = imutils.grab_contours(cnts)
# loop over the contours # loop over the contours
contours = []
for c in cnts: for c in cnts:
if cv2.contourArea(c) < min_area or cv2.contourArea(c) > max_area: if cv2.contourArea(c) < min_area or cv2.contourArea(c) > max_area:
continue continue
(x, y, w, h) = cv2.boundingRect(c) (x, y, w, h) = cv2.boundingRect(c)
cv2.rectangle(frame, (x, y), (x + w, y + h), (0, 255, 0), 2) contours.append((frame[y:y+h, x:x+w], (x, y, w, h)))
#cv2.rectangle(frame, (x, y), (x + w, y + h), (0, 255, 0), 2)
text = "Occupied" text = "Occupied"
self.extractedContours[frameCount] = cnts self.extractedContours[frameCount] = contours
frameCount += 1 frameCount += 1
#cv2.imshow( "annotated", frame ) #cv2.imshow( "annotated", frame )
@ -77,14 +81,24 @@ class ContourExtractor:
values = self.extractedContours.values() values = self.extractedContours.values()
frame = np.zeros(shape=[1080, 1920, 3], dtype=np.uint8) frame = np.zeros(shape=[1080, 1920, 3], dtype=np.uint8)
#frame = imutils.resize(frame, width=500) frame = imutils.resize(frame, width=512)
frames = []
writer = imageio.get_writer(os.path.join(os.path.dirname(__file__), "./short.mp4"), fps=30)
for xx in values:
for v1 in xx:
(x, y, w, h) = v1[1]
v = v1[0]
#cv2.rectangle(frame, (x, y), (x + w, y + h), (0, 255, 0), 2)
for x in values: frame[y:y+v.shape[0], x:x+v.shape[1]] = v
for v in x: frames.append(frame)
(x, y, w, h) = cv2.boundingRect(v) writer.append_data(np.array(frame))
cv2.rectangle(frame, (x, y), (x + w, y + h), (0, 255, 0), 2) #cv2.imshow("changes overlayed", frame)
#cv2.waitKey(10) & 0XFF
#cv2.waitKey(0)
#cv2.destroyAllWindows()
cv2.imshow("changes overlayed", frame) writer.close()
cv2.waitKey(0) return frames
cv2.destroyAllWindows()

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@ -1,3 +1,12 @@
import imageio
import numpy as np
class Exporter: class Exporter:
def __init__(self): fps = 30
print("Layer constructed") def __init__(self, data, outputPath):
print("Exporter initiated")
fps = self.fps
writer = imageio.get_writer(outputPath, fps=fps)
for frame in data:
writer.append_data(np.array(frame))
writer.close()

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17
main.py
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@ -1,11 +1,14 @@
import os import os
import time import time
from ContourExctractor import ContourExtractor from ContourExctractor import ContourExtractor
from Exporter import Exporter
#TODO #TODO
# finden von relevanten Stellen anhand von zu findenen metriken # finden von relevanten Stellen anhand von zu findenen metriken für vergleichsbilder
# diff zu den ref bildern aufnehmen
# zeichenn on contour inhalt
# langes video
def init(): def demo():
print("startup") print("startup")
footagePath = os.path.join(os.path.dirname(__file__), "./generate test footage/out.mp4") footagePath = os.path.join(os.path.dirname(__file__), "./generate test footage/out.mp4")
@ -13,11 +16,13 @@ def init():
contourExtractor = ContourExtractor(footagePath) contourExtractor = ContourExtractor(footagePath)
print("Time consumed in working: ",time.time() - start) print("Time consumed in working: ",time.time() - start)
contourExtractor.displayContours() frames = contourExtractor.displayContours()
#exporter = Exporter(frames,os.path.join(os.path.dirname(__file__), "./short.mp4"))
def init():
print("not needed yet")
if __name__ == "__main__": if __name__ == "__main__":
init() demo()

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short.mp4 Normal file

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