Movie_Data_Capture/ImageProcessing/__init__.py
2023-12-21 18:26:12 +08:00

115 lines
4.3 KiB
Python

import sys
sys.path.append('../')
import logging
import os
import config
import importlib
from pathlib import Path
from PIL import Image
import shutil
from ADC_function import file_not_exist_or_empty
def face_crop_width(filename, width, height):
aspect_ratio = config.getInstance().face_aspect_ratio()
# 新宽度是高度的2/3
cropWidthHalf = int(height/3)
try:
locations_model = config.getInstance().face_locations_model().lower().split(',')
locations_model = filter(lambda x: x, locations_model)
for model in locations_model:
center, top = face_center(filename, model)
# 如果找到就跳出循环
if center:
cropLeft = center-cropWidthHalf
cropRight = center+cropWidthHalf
# 越界处理
if cropLeft < 0:
cropLeft = 0
cropRight = cropWidthHalf * aspect_ratio
elif cropRight > width:
cropLeft = width - cropWidthHalf * aspect_ratio
cropRight = width
return (cropLeft, 0, cropRight, height)
except:
print('[-]Not found face! ' + filename)
# 默认靠右切
return (width-cropWidthHalf * aspect_ratio, 0, width, height)
def face_crop_height(filename, width, height):
cropHeight = int(width*3/2)
try:
locations_model = config.getInstance().face_locations_model().lower().split(',')
locations_model = filter(lambda x: x, locations_model)
for model in locations_model:
center, top = face_center(filename, model)
# 如果找到就跳出循环
if top:
# 头部靠上
cropTop = top
cropBottom = cropHeight + top
if cropBottom > height:
cropTop = 0
cropBottom = cropHeight
return (0, cropTop, width, cropBottom)
except:
print('[-]Not found face! ' + filename)
# 默认从顶部向下切割
return (0, 0, width, cropHeight)
def cutImage(imagecut, path, thumb_path, poster_path, skip_facerec=False):
conf = config.getInstance()
fullpath_fanart = os.path.join(path, thumb_path)
fullpath_poster = os.path.join(path, poster_path)
aspect_ratio = conf.face_aspect_ratio()
if conf.face_aways_imagecut():
imagecut = 1
elif conf.download_only_missing_images() and not file_not_exist_or_empty(fullpath_poster):
return
# imagecut为4时同时也是有码影片 也用人脸识别裁剪封面
if imagecut == 1 or imagecut == 4: # 剪裁大封面
try:
img = Image.open(fullpath_fanart)
width, height = img.size
if width/height > 2/3: # 如果宽度大于2
if imagecut == 4:
# 以人像为中心切取
img2 = img.crop(face_crop_width(fullpath_fanart, width, height))
elif skip_facerec:
# 有码封面默认靠右切
img2 = img.crop((width - int(height / 3) * aspect_ratio, 0, width, height))
else:
# 以人像为中心切取
img2 = img.crop(face_crop_width(fullpath_fanart, width, height))
elif width/height < 2/3: # 如果高度大于3
# 从底部向上切割
img2 = img.crop(face_crop_height(fullpath_fanart, width, height))
else: # 如果等于2/3
img2 = img
img2.save(fullpath_poster)
print(f"[+]Image Cutted! {Path(fullpath_poster).name}")
except Exception as e:
print(e)
print('[-]Cover cut failed!')
elif imagecut == 0: # 复制封面
shutil.copyfile(fullpath_fanart, fullpath_poster)
print(f"[+]Image Copyed! {Path(fullpath_poster).name}")
def face_center(filename, model):
try:
mod = importlib.import_module('.' + model, 'ImageProcessing')
return mod.face_center(filename, model)
except Exception as e:
print('[-]Model found face ' + filename)
if config.getInstance().debug() == 1:
logging.error(e)
return (0, 0)
if __name__ == '__main__':
cutImage(1,'z:/t/','p.jpg','o.jpg')
#cutImage(1,'H:\\test\\','12.jpg','test.jpg')