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EfficientAD (anomaly detection network) built using TRT's API

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v240421-1615

v240418-1615

  • 基于tensorrtx下的yolov5的修改而来;

    目前代码和文件有些冗余, 一些多余无用的文件没有还没删除赶紧;

  • 总体结构已经完成, 已经可以正常导出异常图 (8bit) 和热力图;

torch-data

input:

image-20240416004710921

ImageNetNormal:

image-20240416004651392

teacher:

image-20240416010100044

image-20240416010238646

image-20240416024621713

teacher_output_normal:

image-20240416024802004

student:

image-20240416145400814

image-20240416145511808

image-20240416145607924

image-20240416104637908

distance_student&teacher:

image-20240416150005406

AE:

image-20240416182429720

distance_st:

image-20240416215753267

distance_stae:

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