def iterate_video(filename, x1, y1, x2, y2, x3, y3, x4, y4, down_scale=True):
"""
itereer over alle frames van de video
tel het aantal wagens die door een van de twee rechthoeken rijden
de visualizatie wordt opgeslaan als video in trafic.avi
druk Q om te stoppen
:param filename: bestandsnaam van de video
:param x1, y1, x2, y2: twee hoekpunten van de eerste rechthoek
:param x3, y3, x4, y4: twee hoekpunten van de tweede rechthoek
:param down_scale: boolean: als True wordt de resolutie van de video gehalveerd
:return: None
"""
queue = collections.deque()
if not os.path.isfile(filename):
raise Exception("file not found")
reader = FFmpegReader(filename)
shape = reader.getShape()[1:3]
if down_scale:
shape = [shape[0] // 2, shape[1] // 2]
stepsize = 5
video_writer = cv2.VideoWriter('traffic.avi', cv2.VideoWriter_fourcc(*'XVID'), 30.0, (shape[1], shape[0]))
for frame in reader.nextFrame():
if down_scale:
frame = cv2.resize(frame, None, fx=0.5, fy=0.5, interpolation=cv2.INTER_AREA)
queue.append(frame[:, :, ::-1])
if len(queue) > 2 * stepsize:
res = traffic(queue[0], queue[stepsize], queue[stepsize * 2], x1, y1, x2, y2, x3, y3, x4, y4)
cv2.imshow("Traffic", res)
k = cv2.waitKey(1)
queue.popleft()
video_writer.write(res)
if k == 113:
# press Q to break
break
video_writer.release()
if os.path.isdir(os.path.join(rootDirLoad,
subDir)): # Check if it is a folder
classes.append(subDir) # Create a path
files = os.listdir(os.path.join(rootDirLoad, subDir))
nVideos = 0 # Videos in class X
pbar2 = trange(len(files),
ncols=100,
position=2,
desc='Within-class progress ')
for file in files: # Get all the videos
if file.lower().endswith('.avi') or file.lower().endswith('.mp4'):
filename = os.path.join(rootDirLoad, subDir, file)
reader = FFmpegReader(filename)
nFrames = reader.getShape()[0]
nVideos += 1
dataList.write('\n{:<8} {:12} {:<12} {:02}.pyt'.format(
nClasses, subDir, nFrames, nVideos))
# Create class directories if they do not exist
classDir = os.path.join(rootDirSave, subDir)
if not os.path.exists(classDir):
os.makedirs(classDir)
pbar3 = trange(nFrames,
ncols=100,
position=4,
desc='Video progress ')
frameCount = 0
def infer_video(paths):
item_path, item_ann_path = paths
vreader = FFmpegReader(item_path)
return (vreader.getShape(), )