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GstInference/Example pipelines/NANO: Difference between revisions
GstInference/Example pipelines/NANO (view source)
Revision as of 14:10, 26 August 2019
, 26 August 2019Change titles and and previous and next section
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{{GstInference/Head|previous=Example pipelines/PC|next=Example pipelines/TX2|keywords=GstInference}} | |||
</noinclude> | |||
<!-- If you want a custom title for the page, un-comment and edit this line: | |||
{{DISPLAYTITLE:GstInference - <descriptive page name>|noerror}} | |||
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= Tensorflow = | = Tensorflow = | ||
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* Use the following pipelines as examples for different scenarios. | * Use the following pipelines as examples for different scenarios. | ||
=== | ===Inceptionv4 inference on image file using Tensorflow=== | ||
<syntaxhighlight lang=bash> | <syntaxhighlight lang=bash> | ||
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</syntaxhighlight> | </syntaxhighlight> | ||
=== | ===Inceptionv4 inference on video file using TensorFlow=== | ||
<syntaxhighlight lang=bash> | <syntaxhighlight lang=bash> | ||
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</syntaxhighlight> | </syntaxhighlight> | ||
=== | ===Inceptionv4 inference on camera stream using TensorFlow=== | ||
<syntaxhighlight lang=bash> | <syntaxhighlight lang=bash> | ||
CAMERA='/dev/video0' | CAMERA='/dev/video0' | ||
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==TinyYOLOV2== | ==TinyYOLOV2== | ||
=== | * Get the graph used on this example from [https://shop.ridgerun.com/products/tinyyolov2-for-tensorflow this link] | ||
* You will need an image file from one of TinyYOLO classes | |||
===TinyYolov2 inference on image file using Tensorflow=== | |||
<syntaxhighlight lang=bash> | <syntaxhighlight lang=bash> | ||
IMAGE_FILE='cat.jpg' | IMAGE_FILE='cat.jpg' | ||
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</syntaxhighlight> | </syntaxhighlight> | ||
=== | ===TinyYolov2 inference on video file using Tensorflow=== | ||
<syntaxhighlight lang=bash> | <syntaxhighlight lang=bash> | ||
VIDEO_FILE='cat.mp4' | VIDEO_FILE='cat.mp4' | ||
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</syntaxhighlight> | </syntaxhighlight> | ||
=== | ===TinyYolov2 inference on camera stream using Tensorflow=== | ||
* Get the graph used on this example from [https://shop.ridgerun.com/products/facenetv1-for-tensorflow this link] | |||
* You will need a camera compatible with Nvidia Libargus API or V4l2. | |||
* LABELS and EMBEDDINGS files are in $PATH_TO_GST_INFERENCE_ROOT_DIR/tests/examples/embedding/embeddings. | |||
<syntaxhighlight lang=bash> | <syntaxhighlight lang=bash> | ||
CAMERA='/dev/video0' | CAMERA='/dev/video0' | ||