利用pixellib库基于deeplabv3_xception模型对《庆余年》片段实现语义分割简单代码全实现

输出结果

代码设计

#1、语义分割

from pixellib.semantic import semantic_segmentation

segment_image = semantic_segmentation()                                        # mask_rcnn_coco

segment_image.load_pascalvoc_model('F:/File_Python/Resources/weights_files/deeplabv3_xception_tf_dim_ordering_tf_kernels.h5')  #  deeplabv3_xception_tf_dim_ordering_tf_kernels

img='test04'

segment_image.segmentAsPascalvoc('F:/File_Python/Resources/image/%s.jpg'%(img), output_image_name = 'F:/File_Python/Resources/image/%s_image_new_deeplabv3.jpg'%(img))