You have set “model-color-format=2” in crnn_lstm_sgie1_config.txt, so nvinfer will transfer the input to GRAY format. You need to change “net-scale-factor” value to “0.00392156862745098” which is “1.0/255.0”, so that nvinfer will do the normalization.