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GstInference/Example pipelines/IMX8: Difference between revisions
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INPUT_LAYER='input' | INPUT_LAYER='input' | ||
OUTPUT_LAYER='Softmax' | OUTPUT_LAYER='Softmax' | ||
</syntaxhighlight> | |||
<syntaxhighlight lang=bash> | |||
GST_DEBUG=inceptionv2:6 gst-launch-1.0 \ | GST_DEBUG=inceptionv2:6 gst-launch-1.0 \ | ||
multifilesrc location=$IMAGE_FILE start-index=0 stop-index=0 loop=true ! jpegparse ! jpegdec ! videoconvert ! videoscale ! videorate ! queue ! net.sink_model \ | multifilesrc location=$IMAGE_FILE start-index=0 stop-index=0 loop=true ! jpegparse ! jpegdec ! videoconvert ! videoscale ! videorate ! queue ! net.sink_model \ | ||
| Line 61: | Line 63: | ||
INPUT_LAYER='input' | INPUT_LAYER='input' | ||
OUTPUT_LAYER='Softmax' | OUTPUT_LAYER='Softmax' | ||
</syntaxhighlight> | |||
<syntaxhighlight lang=bash> | |||
GST_DEBUG=inceptionv2:6 gst-launch-1.0 \ | GST_DEBUG=inceptionv2:6 gst-launch-1.0 \ | ||
filesrc location=$VIDEO_FILE ! decodebin ! videoconvert ! videoscale ! queue ! net.sink_model \ | filesrc location=$VIDEO_FILE ! decodebin ! videoconvert ! videoscale ! queue ! net.sink_model \ | ||
| Line 87: | Line 91: | ||
INPUT_LAYER='input' | INPUT_LAYER='input' | ||
OUTPUT_LAYER='Softmax' | OUTPUT_LAYER='Softmax' | ||
</syntaxhighlight> | |||
<syntaxhighlight lang=bash> | |||
GST_DEBUG=inceptionv2:6 gst-launch-1.0 \ | GST_DEBUG=inceptionv2:6 gst-launch-1.0 \ | ||
v4l2src device=$CAMERA ! videoconvert ! videoscale ! queue ! net.sink_model \ | v4l2src device=$CAMERA ! videoconvert ! videoscale ! queue ! net.sink_model \ | ||
| Line 108: | Line 114: | ||
* You will need a v4l2 compatible camera | * You will need a v4l2 compatible camera | ||
* Pipeline | * Pipeline | ||
<syntaxhighlight lang=bash>CAMERA='/dev/video0' | <syntaxhighlight lang=bash> | ||
CAMERA='/dev/video0' | |||
MODEL_LOCATION='graph_inceptionv2_tensorflow.pb' | MODEL_LOCATION='graph_inceptionv2_tensorflow.pb' | ||
INPUT_LAYER='input' | INPUT_LAYER='input' | ||
OUTPUT_LAYER='Softmax' | OUTPUT_LAYER='Softmax' | ||
LABELS='imagenet_labels.txt' | LABELS='imagenet_labels.txt' | ||
</syntaxhighlight> | |||
<syntaxhighlight lang=bash> | |||
gst-launch-1.0 \ | gst-launch-1.0 \ | ||
v4l2src device=$CAMERA ! "video/x-raw, width=1280, height=720" ! tee name=t \ | v4l2src device=$CAMERA ! "video/x-raw, width=1280, height=720" ! tee name=t \ | ||
| Line 132: | Line 141: | ||
INPUT_LAYER='input/Placeholder' | INPUT_LAYER='input/Placeholder' | ||
OUTPUT_LAYER='add_8' | OUTPUT_LAYER='add_8' | ||
</syntaxhighlight> | |||
<syntaxhighlight lang=bash> | |||
GST_DEBUG=tinyyolov2:6 gst-launch-1.0 \ | GST_DEBUG=tinyyolov2:6 gst-launch-1.0 \ | ||
multifilesrc location=$IMAGE_FILE start-index=0 stop-index=0 loop=true ! jpegparse ! jpegdec ! videoconvert ! videoscale ! videorate ! queue ! net.sink_model \ | multifilesrc location=$IMAGE_FILE start-index=0 stop-index=0 loop=true ! jpegparse ! jpegdec ! videoconvert ! videoscale ! videorate ! queue ! net.sink_model \ | ||
| Line 158: | Line 169: | ||
INPUT_LAYER='input/Placeholder' | INPUT_LAYER='input/Placeholder' | ||
OUTPUT_LAYER='add_8' | OUTPUT_LAYER='add_8' | ||
</syntaxhighlight> | |||
<syntaxhighlight lang=bash> | |||
GST_DEBUG=tinyyolov2:6 gst-launch-1.0 \ | GST_DEBUG=tinyyolov2:6 gst-launch-1.0 \ | ||
filesrc location=$VIDEO_FILE ! decodebin ! videoconvert ! videoscale ! queue ! net.sink_model \ | filesrc location=$VIDEO_FILE ! decodebin ! videoconvert ! videoscale ! queue ! net.sink_model \ | ||
| Line 184: | Line 197: | ||
INPUT_LAYER='input/Placeholder' | INPUT_LAYER='input/Placeholder' | ||
OUTPUT_LAYER='add_8' | OUTPUT_LAYER='add_8' | ||
</syntaxhighlight> | |||
<syntaxhighlight lang=bash> | |||
GST_DEBUG=tinyyolov2:6 gst-launch-1.0 \ | GST_DEBUG=tinyyolov2:6 gst-launch-1.0 \ | ||
v4l2src device=$CAMERA ! videoconvert ! videoscale ! queue ! net.sink_model \ | v4l2src device=$CAMERA ! videoconvert ! videoscale ! queue ! net.sink_model \ | ||
| Line 211: | Line 226: | ||
OUTPUT_LAYER='add_8' | OUTPUT_LAYER='add_8' | ||
LABELS='labels.txt' | LABELS='labels.txt' | ||
</syntaxhighlight> | |||
<syntaxhighlight lang=bash> | |||
gst-launch-1.0 \ | gst-launch-1.0 \ | ||
v4l2src device=$CAMERA ! "video/x-raw, width=1280, height=720" ! tee name=t \ | v4l2src device=$CAMERA ! "video/x-raw, width=1280, height=720" ! tee name=t \ | ||