The bias_term error was cause from dismatch caffemodel , please make sure your model was merged batchnorm or not
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mobilenet_yolov3_lite_deploy.prototxt : merged
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mobilenet_yolov3_lite_bn_deploy.prototxt : not merged
See issue :
yolov3
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