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GstInference/Example pipelines/NANO: Difference between revisions
GstInference/Example pipelines/NANO (view source)
Revision as of 17:53, 18 January 2020
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INPUT_LAYER='input' | INPUT_LAYER='input' | ||
OUTPUT_LAYER='InceptionV1/Logits/Predictions/Reshape_1' | OUTPUT_LAYER='InceptionV1/Logits/Predictions/Reshape_1' | ||
export CUDA_VISIBLE_DEVICES=-1 | |||
GST_DEBUG=inceptionv1:6 gst-launch-1.0 -e rtspsrc location="rtsp://<server_ip_address>:5000/stream1" ! queue ! rtph265depay ! queue ! h265parse ! queue ! omxh265dec ! queue ! nvvidconv ! queue ! net.sink_model inceptionv1 name=net model-location=$MODEL_LOCATION backend=tensorflow backend::input-layer=$INPUT_LAYER backend::output-layer=$OUTPUT_LAYER | GST_DEBUG=inceptionv1:6 gst-launch-1.0 -e rtspsrc location="rtsp://<server_ip_address>:5000/stream1" ! queue ! rtph265depay ! queue ! h265parse ! queue ! omxh265dec ! queue ! nvvidconv ! queue ! net.sink_model inceptionv1 name=net model-location=$MODEL_LOCATION backend=tensorflow backend::input-layer=$INPUT_LAYER backend::output-layer=$OUTPUT_LAYER | ||
</syntaxhighlight> | </syntaxhighlight> | ||
* Output | * Output | ||
<syntaxhighlight lang=bash> | <syntaxhighlight lang=bash> | ||
0:00:08.679606626 10086 0x5599c01cf0 LOG inceptionv1 gstinferencedebug.c:73:gst_inference_print_highest_probability:<net> Highest probability is label 665 : (0.295041) | |||
0:00:08.679695321 10086 0x5599c01cf0 LOG inceptionv1 gstinceptionv1.c:142:gst_inceptionv1_preprocess:<net> Preprocess | |||
0:00:08.892169471 10086 0x5599c01cf0 LOG inceptionv1 gstinceptionv1.c:153:gst_inceptionv1_postprocess:<net> Postprocess | |||
0:00:08.892256499 10086 0x5599c01cf0 LOG inceptionv1 gstinferencedebug.c:73:gst_inference_print_highest_probability:<net> Highest probability is label 665 : (0.256458) | |||
0:00:08.892378058 10086 0x5599c01cf0 LOG inceptionv1 gstinceptionv1.c:142:gst_inceptionv1_preprocess:<net> Preprocess | |||
0:00:09.101159620 10086 0x5599c01cf0 LOG inceptionv1 gstinceptionv1.c:153:gst_inceptionv1_postprocess:<net> Postprocess | |||
0:00:09.101244877 10086 0x5599c01cf0 LOG inceptionv1 gstinferencedebug.c:73:gst_inference_print_highest_probability:<net> Highest probability is label 665 : (0.243692) | |||
0:00:09.101335239 10086 0x5599c01cf0 LOG inceptionv1 gstinceptionv1.c:142:gst_inceptionv1_preprocess:<net> Preprocess | |||
0:00:09.303321974 10086 0x5599c01cf0 LOG inceptionv1 gstinceptionv1.c:153:gst_inceptionv1_postprocess:<net> Postprocess | |||
0:00:09.303441970 10086 0x5599c01cf0 LOG inceptionv1 gstinferencedebug.c:73:gst_inference_print_highest_probability:<net> Highest probability is label 665 : (0.230416) | |||
</syntaxhighlight> | </syntaxhighlight> | ||