Files
Cropper/pillar_detection.py
T

405 lines
17 KiB
Python

import os
from collections import Counter
import cv2
import glob
import re
import subprocess
import argparse
import copy
import datetime
import time
parser = argparse.ArgumentParser()
parser.add_argument("-i", "--input_dir", default="./input", help="Input source vid directory")
# parser.add_argument("-i", "--ivtc_dir", default="./0729_work/ivtc", help="Input ivtc vid directory")
parser.add_argument("-o", "--output_dir", default="./out", help="Output vid directory")
parser.add_argument("-c", "--crf", default=15, type=int, help="set crf level")
parser.add_argument("-m", "--multi_encoding", default=3, type=int, help="when log file exist, encoding mutiple videos by this args")
parser.add_argument("-lb", "--add_letterbox", default=False, action="store_true", help="adding letterbox to make 16:9 ratio")
parser.add_argument("-uhd", "--uhd_output", default=False, action="store_true", help="set output resolution to 3840:2160")
parser.add_argument("-log", "--only_logfile", default=False, action="store_true", help="large vid mode. (only write log file.)")
parser.add_argument("-m", "--manual_mode", default=False, action="store_true", help="Manual cropping without using log file (Ignore log files)")
parser.add_argument("-d", "--debug", default=False, action="store_true", help="for debugging. (short length video output)")
args = parser.parse_args()
# Adjust crop info in display layout.
def resizeCropInfo(key, cropPos, frame_width, frame_height):
def _IsOutOfBound(_cropPos):
w, h, x, y = _cropPos
if (w + x) > frame_width or (h + y) > frame_height:
return True
if (x < 0) or (y < 0):
return True
if (w <= 0) or (h <= 0):
return True
w, h, x, y = cropPos
# Left (Expand width)
if key == ord('j') or key == ord('J'):
x -= 2
w += 4
# Right (Shrink width)
elif key == ord('l') or key == ord('L'):
x += 2
w -= 4
# Up (Expand height)
elif key == ord('i') or key == ord('I'):
y -= 2
h += 4
# Down (Shrink height)
elif key == ord('k') or key == ord('K'):
y += 2
h -= 4
# Num 4 (Move left)
elif key == ord('a') or key == ord('A'):
# w -= 1
x -= 1
# Num 6 (Move right)
elif key == ord('d') or key == ord('D'):
# w += 1
x += 1
# Num 8 (Move upward)
elif key == ord('w') or key == ord('W'):
# h -= 1
y -= 1
# Num 2 (Move downward)
elif key == ord('s') or key == ord('S'):
# h += 1
y += 1
_cropPos = w, h, x, y
if not _IsOutOfBound(_cropPos):
cropPos = _cropPos
return cropPos
def getTime():
dt_now = datetime.datetime.now()
dt_str = dt_now.strftime('[%Y-%m-%d %H:%M:%S]')
# print(dt_str)
return dt_str
def main():
vid_types = ('*.avi', '*.mov', '*.mp4', '*.mxf')
manual_mode = args.manual_mode
input_dir = args.input_dir
crf = args.crf
multi_how_many = args.multi_encoding - 1
add_letterbox = args.add_letterbox
uhd_output = args.uhd_output
only_logfile = args.only_logfile
debug = args.debug
uhd_output_args = ""
if uhd_output :
uhd_output_args = "-s 3840x2160"
debug_shortOutput = ""
if debug :
debug_shortOutput = "-t 15 -ss 30"
# ivtc_dir = args.ivtc_dir
output_dir = args.output_dir
t = time.time
input_list = []
# ivtc_list = []
for types in vid_types :
input_list += sorted(glob.glob(os.path.join(input_dir, types)))
"""
Compare "args.source_dir", "args.ivtc_dir"
check difference of two input, make ivtc version of source_dir videos.
----- NOT USED CODE [07/30] -----
"""
# ivtc_list += sorted(glob.glob(os.path.join(ivtc_dir, "*.mp4")))
# if len(ivtc_list) > 0:
# ivtc_input_list = []
# for i, fpath in enumerate(source_list):
# vid_name = os.path.basename(fpath)[:-4]
# ivtc_name_list = [os.path.basename(x)[:-4] for x in ivtc_list]
# if not vid_name + "_ivtc" in ivtc_name_list :
# ivtc_input_list += glob.glob(fpath)
# print(f"[INFO]\t Seems \"{os.path.basename(fpath)}\" is stil telecine... add to ivtc processing list")
# else :
# ivtc_input_list = source_list
# for i, ivtc_input in enumerate(ivtc_input_list) :
# ivtc_input_num = len(ivtc_input_list)
# ivtc_input_name = os.path.basename(ivtc_input)
# ivtc_output_path = os.path.join(ivtc_dir, ivtc_input_name[:-4]) + "_ivtc.mp4"
# if not os.path.exists(ivtc_dir) :
# os.mkdir(ivtc_dir)
# print(f'[INFO]\t {ivtc_dir} created')
# print(f"[INFO]\t Work ivtc on \"{ivtc_input_name}\" ===> \"{ivtc_output_path}\" ... [{i + 1}/{ivtc_input_num}]")
# print("[INFO]\t Please wait...")
# start_time = time.time()
# subprocess.run(["ffmpeg", "-ss", "10", "-i", ivtc_input, "-vf", "fieldmatch=mode=pc_n:combmatch=full,bwdif=0:-1:1,decimate", "-c:v", "libx264", "-crf", f"{crf}",
# "-preset", "ultrafast","-loglevel", "quiet", "-y", ivtc_output_path])
# t = time.time() - start_time
# print("[INFO]\t Work done. [It takes %.2f seconds.]" % t)
# ivtc_dir = []
# ivtc_dir += sorted(glob.glob(os.path.join(ivtc_dir, "*.mp4")))
# print("[INFO]\t Input ivtc dir :", ivtc_dir)
print("[INFO]\t Input dir :", input_dir)
for index, fpath in enumerate(input_list):
vid_name = os.path.basename(fpath)[:-4]
vid_num = len(input_list)
logs = ''
if not manual_mode:
if not os.path.exists(f"./logs/{vid_name}.txt"):
print(f"[INFO]\t Can`t find log file. [./logs/{vid_name}.txt]")
else :
print(f"[INFO]\t Loading log file... [./logs/{vid_name}.txt]")
f = open(f"./logs/{vid_name}.txt", "r")
logs = f.read()
if logs is not '':
try :
# Delete "crop=" in list "crop"
allCrops = re.findall("crop=\S+", logs)
cropPos = allCrops[-1].split(":")
cropPos[0] = cropPos[0][5:]
print(f"[INFO]\t Crop area from log file: [w : {cropPos[0]}, h : {cropPos[1]}, x : {cropPos[2]}, y : {cropPos[3]}]")
cropPos = [int(x) for x in cropPos]
except:
print(f"[!!! WARNNIG !!!]\t Can`t read log file. [./logs/{vid_name}.txt]")
else :
print(f"[!!! WARNNIG !!!]\t Empty log file. [./logs/{vid_name}.txt]")
if (logs is '') or manual_mode:
# TODO : Korean title text bug fix (work in progress)
# vid_name = vid_name.encode('utf-8').decode('cp949')
print(f"[INFO]\t Video num : {i + 1} / {vid_num}")
print("[INFO]\t File to detect crop area: ", fpath)
print("[INFO]\t Detecting crop area...")
p = subprocess.Popen(["ffmpeg", "-ss", "10", "-i", fpath, "-vf", "cropdetect=limit=38",
"-vframes", "3000", "-f", "null", "out.null"], stdout=subprocess.PIPE, stderr=subprocess.PIPE)
infos = p.stderr.read().decode('utf-8')
allCrops = re.findall("crop=\S+", infos)
mostCommonCrop = Counter(allCrops).most_common(1)
if len(mostCommonCrop) > 0 :
crop = mostCommonCrop[0][0]
else :
print(f"[!!! ERROR !!!]\t Can`t read input vid. Skip to next vid \t ({fpath})")
continue
# Delete "crop=" in list "crop"
cropPos = crop.split(":")
cropPos[0] = cropPos[0][5:]
print(f"[INFO]\t Most common detected crop area: [w : {cropPos[0]}, h : {cropPos[1]}, x : {cropPos[2]}, y : {cropPos[3]}]")
cropPos = [int(x) for x in cropPos]
# Capture vid, Get Vid info
capture = cv2.VideoCapture(fpath)
frame_width = capture.get(cv2.CAP_PROP_FRAME_WIDTH)
frame_height = capture.get(cv2.CAP_PROP_FRAME_HEIGHT)
fps = capture.get(cv2.CAP_PROP_FPS)
frame_pos = 0
frame_count = 0
# Crop Area even num check
if (cropPos[0] % 2) != 0 :
if (cropPos[0] + 1) >= frame_width:
cropPos[0] -= 1
else:
cropPos[0] += 1
if (cropPos[1] % 2) != 0 :
if (cropPos[1] + 1) >= frame_width:
cropPos[1] -= 1
else:
cropPos[1] += 1
# Crop Area Multiple of 4 check
if (cropPos[0] % 4) != 0 :
if (cropPos[0] + 2) >= frame_width:
cropPos[0] -= 2
else:
cropPos[0] += 2
if (cropPos[1] % 4) != 0 :
if (cropPos[1] + 2) >= frame_width:
cropPos[1] -= 2
else:
cropPos[1] += 2
key = None
isPaused = False
pausedFrame = None
frame = None
isSkipped = False
cv2.namedWindow(f'{vid_name}', cv2.WINDOW_NORMAL | cv2.WINDOW_KEEPRATIO)
while True:
key = cv2.waitKeyEx(10)
# Close button(X button) event
if cv2.getWindowProperty(f'{vid_name}', cv2.WND_PROP_VISIBLE) < 1 :
return
if key > 0 :
# 13 == Enter key ASCII Code
if key == 13:
break
# Pause
elif key == ord('p') or key == ord('P'):
if isPaused :
isPaused = False
else :
isPaused = True
frame = copy.deepcopy(pausedFrame)
# Replay
elif key == ord('r') or key == ord('R'):
if not isPaused:
capture = cv2.VideoCapture(fpath)
continue
# Move Forward (10s)
elif key == ord('e') or key == ord('E'):
if not isPaused:
capture.set(cv2.CAP_PROP_POS_FRAMES, frame_pos + (fps * 10))
# Move Backward (10s)
elif key == ord('q') or key == ord('Q'):
if not isPaused:
capture.set(cv2.CAP_PROP_POS_FRAMES, frame_pos - (fps * 10))
elif key == ord('h') or key == ord('H'):
print("[INFO]\t ### KEY GUIDE ########################################################################################################")
print("[INFO]\t # (MOVE : wasd), (RESIZE : ijkl), (FOR / BACKWARD : q, e), (RESET : r), (PAUSE : p), (SKIP : n), (CONFIRM : enter) #")
print("[INFO]\t ###################################################################################################################### ")
# Skip this Vid
elif key == ord('n') or key == ord('N'):
print(f"[INFO]\t Skip this video")
isSkipped = True
break;
else:
# Crop Area control
cropPos = resizeCropInfo(key, cropPos, frame_width, frame_height)
frame_pos = capture.get(cv2.CAP_PROP_POS_FRAMES)
frame_count = capture.get(cv2.CAP_PROP_FRAME_COUNT)
if(frame_pos >= frame_count):
break
print("[INFO]\t Current crop area : ", end="")
print(cropPos, end="")
print(f"\t Frame Count ({frame_pos}/{frame_count})\t[PRESS \"h\" TO VIEW KEY GUIDE]", end="\r")
if not isPaused:
ret, frame = capture.read()
pausedFrame = copy.deepcopy(frame)
cv2.rectangle(frame, (cropPos[2], cropPos[3]), (cropPos[2] + cropPos[0],
cropPos[3] + cropPos[1]), (0, 0, 255), thickness=2, lineType=cv2.LINE_8)
cv2.imshow(f'{vid_name}', frame)
else :
pausedFrame = copy.deepcopy(frame)
cv2.rectangle(pausedFrame, (cropPos[2], cropPos[3]), (cropPos[2] + cropPos[0],
cropPos[3] + cropPos[1]), (0, 0, 255), thickness=2, lineType=cv2.LINE_8)
cv2.imshow(f'{vid_name}', pausedFrame)
print("")
capture.release()
cv2.destroyAllWindows()
# Debugging
# cropPos[0] = 678
# cropPos[1] = 402
# cropPos[2] = 20
# cropPos[3] = 38
# pad_arg = ""
dt_str = getTime()
if not isSkipped:
if not os.path.exists("./logs"):
print(f"[INFO]\t Make log directory [./logs/{vid_name}.txt]")
os.makedirs("./logs")
if not os.path.exists(f"./logs/{vid_name}.txt"):
print(f"[INFO]\t Save log file in [./logs/{vid_name}.txt]")
f = open(f"./logs/{vid_name}.txt", 'w')
else :
print(f"[INFO]\t Add line in log file [./logs/{vid_name}.txt]")
f = open(f"./logs/{vid_name}.txt", 'a')
f.write(f"{dt_str}\tcrop={cropPos[0]}:{cropPos[1]}:{cropPos[2]}:{cropPos[3]}\n")
f.close
if not only_logfile :
# ffmpeg filter args
crop_arg = f"crop={cropPos[0]}:{cropPos[1]}:{cropPos[2]}:{cropPos[3]},"
print(f"[INFO]\t [CropInfo] (W : {cropPos[0]}), (H : {cropPos[1]}), (X : {cropPos[2]}), (Y : {cropPos[3]})")
crop_arg = f"crop={cropPos[0]}:{cropPos[1]}:{cropPos[2]}:{cropPos[3]}"
crop_ratio = cropPos[0] / cropPos[1]
scale_arg = ""
pad_arg = ""
# Set padding(letter box) argument
# variable "offset" for 16:9 output display ratio
if add_letterbox :
target_ratio = 16 / 9
print("[INFO]\t Target ratio : %.7f" %target_ratio)
if target_ratio < crop_ratio:
offset = (9 * cropPos[0] - 16 * cropPos[1]) / 16
tmp_height = cropPos[1] + offset
tmp_height = int(tmp_height)
if (tmp_height % 4) != 0:
tmp_height -= (tmp_height % 4)
# scale_arg = f"scale=w={cropPos[0]}:h={tmp_height},"
pad_arg = f", pad={cropPos[0]}:{tmp_height}:(ow-iw)/2:(ih-oh)/2"
print(f"[INFO]\t [PadInfo] (W : {cropPos[0]}), (H : {tmp_height})")
else:
offset = (16 * cropPos[1] - 9 * cropPos[0]) / 9
tmp_width = cropPos[0] + offset
tmp_width = int(tmp_width)
if (tmp_width % 4) != 0:
tmp_width -= (tmp_width % 4)
# scale_arg = f"scale=w={tmp_width}:h={cropPos[1]},"
pad_arg = f", pad={tmp_width}:{cropPos[1]}:(ow-iw)/2:(ih-oh)/2"
print(f"[INFO]\t [PadInfo] (W : {tmp_width}), (H : {cropPos[1]})")
print("[INFO]\t Encoding \"%s\" ..." % vid_name)
print("[INFO]\t Video CRF = %d" % int(crf))
if not os.path.exists(output_dir) :
os.mkdir(output_dir)
print(f'[INFO]\t {output_dir} created')
output_path = os.path.join(output_dir, f"{vid_name}_box.mov")
## ffmpeg command setting
ffmpeg_command = f"ffmpeg {debug_shortOutput} -i \"{fpath}\" -vf {crop_arg}{scale_arg}{pad_arg} -y -pix_fmt yuv420p -c:v libx264 -crf {crf} -c:a copy -preset medium -loglevel error {uhd_output_args} \"{output_path}\""
print(ffmpeg_command)
if (logs is '') or manual_mode:
# Manual Mode
# Hold process when encoding last video
if (index + 1) == vid_num :
p = subprocess.run(ffmpeg_command, shell=True)
else :
p = subprocess.Popen(ffmpeg_command, shell=True)
else:
# Log file mode (encoding simultaneously 5 videos)
if (index % multi_how_many == 0) and (index != 0) or ((index + 1) == vid_num):
p = subprocess.run(ffmpeg_command, shell=True)
else :
p = subprocess.Popen(ffmpeg_command, shell=True)
# debugging
# return
if __name__ == "__main__":
main()
print("[INFO]\t Encoding Done.")