GstInference/Example pipelines with hierarchical metadata: Difference between revisions
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{{GstInference/Head|previous=Example pipelines/IMX8|next=Example Applications| | {{GstInference/Head|previous=Example pipelines/IMX8|next=Example Applications|metakeywords=inference metadata,hierarchical metadata|title=GstInference GStreamer example pipelines with hierarchical metadata}} | ||
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== Sample pipelines == | == Sample pipelines == | ||
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|issue=NOTE: The following tool provides unoptimized pipelines. Consider removing unnecessary elements. | |issue=NOTE: The following tool provides unoptimized pipelines. Consider removing unnecessary elements. | ||
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<option value="tensorrt">TensorRT</option> | <option value="tensorrt">TensorRT</option> | ||
<option value="onnxrt">ONNXRT</option> | <option value="onnxrt">ONNXRT</option> | ||
<option value="onnxrt_acl">ONNXRT ACL</option> | |||
<option value="onnxrt_openvino">ONNXRT OpenVINO</option> | |||
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Latest revision as of 19:38, 27 February 2023
 | Make sure you also check GstInference's companion project: R2Inference |
| GstInference |
|---|
 |
| Introduction |
| Getting started |
| Supported architectures |
|
InceptionV1 InceptionV3 YoloV2 AlexNet |
| Supported backends |
|
Caffe |
| Metadata and Signals |
| Overlay Elements |
| Utils Elements |
| Legacy pipelines |
| Example pipelines |
| Example applications |
| Benchmarks |
| Model Zoo |
| Project Status |
| Contact Us |
 |
Sample pipelines
The following section contains a tool for generating simple GStreamer pipelines with one model of a selected architecture using our hierarchical inference metadata. If you are using and older version, you can check the legacy pipelines section. Please make sure to check the documentation to understand the property usage for each element.
The required elements are:
- Backend
- Model
- Model location
- Labels
- Source
- Sink
The optional elements include:
- inferencefilter
- inferencrop
- inferenceoverlay
| Make sure you also check GstInference's companion project: R2Inference |
| GstInference |
|---|
|
| Introduction |
| Getting started |
| Supported architectures |
|
InceptionV1 InceptionV3 YoloV2 AlexNet |
| Supported backends |
|
Caffe |
| Metadata and Signals |
| Overlay Elements |
| Utils Elements |
| Legacy pipelines |
| Example pipelines |
| Example applications |
| Benchmarks |
| Model Zoo |
| Project Status |
| Contact Us |
|
|
Sample pipelines
The following section contains a tool for generating simple GStreamer pipelines with one model of a selected architecture using our hierarchical inference metadata. If you are using and older version, you can check the legacy pipelines section. Please make sure to check the documentation to understand the property usage for each element.
The required elements are:
- Backend
- Model
- Model location
- Labels
- Source
- Sink
The optional elements include:
- inferencefilter
- inferencrop
- inferenceoverlay
Pipeline Generator
 | NOTE: The following tool provides unoptimized pipelines. Consider removing unnecessary elements. |
The following tool will provide simple pipelines according to the selected elements.
Advanced pipelines