| Network | TensorRT | OpenVINO | OnnxRuntime | Translator Plugin | Minimum required EVA | Reference link |
|---|---|---|---|---|---|---|
| SSD Inception-V2 | Tested | Not test, possible to optimize | Not Possible to run | adtrans_ssd | sampleUffSSD |
Original model : sampleUffSSD
Follow the
https://github.com/NVIDIA/TensorRT/tree/master/samples/opensource/sampleUffSSD
To convert Tensorflow model to UFF format
/usr/src/tensorrt/bin/trtexec --uff=sample_ssd_relu6.uff --output=NMS --uffInput=Input,3,300,300 --buildOnly --saveEngine=YOUR_MODEL_NAME.engine --maxBatch=1/usr/src/tensorrt/bin/trtexec --uff=sample_ssd_relu6.uff --output=NMS --uffInput=Input,3,300,300 --buildOnly --saveEngine=YOUR_MODEL_NAME.engine --maxBatch=1 --fp16gst-launch-1.0 filesrc location=street.mp4 ! decodebin ! videoconvert ! adrt model=ssdv2-b1.engine scale=0.0079 rgbconv=True ! adtrans_ssd max-count=100 label="files/ssd_coco_labels.txt" ! admetadrawer ! videoconvert ! ximagesinkExplanation of some plugins parameters :
adrt model=ssdv2-b1.engine scale=0.0079 rgbconv=True