Support Model List
  • 26 Apr 2022
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Support Model List

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Article Summary

List of EVA supported models

Application

Network

TensorRT

Open

VINO

Onnx

Runtime

Translator Plugin

Minimun
required EVA

Reference link

Note

Classification

GoogLeNet

v

v

x

adtrans_classifier

1.0+

bvlc_googlenet


MobilenetV2

v

v

v

adtrans_classifier

2.0+

mobilenetv2-7.onnx


ResNet18

v

x

x

adtrans_classifier

3.5.3+

tlt_resnet18_ssd


ResNet

-

-

v

adtrans_classifier

3.5.3+

resnet50-v1-7.onnx


SqueezeNet

-

-

v

adtrans_classifier

3.5.3+

squeezenet1.0-7.onnx


VGG

-

-

v

adtrans_classifier

3.5.3+

vgg16-7.onnx


AlexNet

-

-

v

adtrans_classifier

3.5.3+

bvlcalexnet-7.onnx


GoogleNet

-

-

v

adtrans_classifier

3.5.3+

googlenet-7.onnx


CaffeNet

-

-

v

adtrans_classifier

3.5.3+

caffenet-7.onnx


RCNN_ILSVRC13

-

-

v

adtrans_classifier

3.5.3+

rcnn-ilsvrc13-7.onnx


DenseNet-121

-

-

v

adtrans_classifier

3.5.3+

densenet-7.onnx


Inception_V1/V2

-

-

v

adtrans_classifier


3.5.3+

inception-v1-7.onnx

inception-v2-7.onnx


ZFNet-512

-

-

v

adtrans_classifier

3.5.3+

zfnet512-7.onnx


ShuffleNet_V1/V2

-

-

v

adtrans_classifier

3.5.3+

shufflenet-7.onnx

shufflenet-v2-10.onnx


EfficientNet-Lite4

-

-

v

adtrans_classifier

3.5.3+

efficientnet-lite4-11.onnx


Object Detection

SSD Inception-V2 

v

-

x

adtrans_ssd

2.0+

sampleUffSSD


Face detection (SSD based)

x

v

x

adtrans_ssd

1.0+

face_detection


Yolov3

v

v

v

adtrans_yolo

2.0+

AlexeyAB/darknet

yolov3_onnx

*

Yolov4

v

v

v

adtrans_yolo

3.5.3+

AlexeyAB/darknet

yolov3_onnx

*

Yolov3-tiny

v

v

v

adtrans_yolo

3.5.3+

AlexeyAB/darknet

yolov3_onnx

*

Yolov4-tiny

v

v

v

adtrans_yolo

3.5.3+

AlexeyAB/darknet

yolov3_onnx

(1)

Yolov2-tiny--vadtrans_tinyyolov2_py
3.5.3+
CustomVision
(2)

Pose Estimation

OpenPose

v

v

v

adtrans_openpose

3.0.0+

lightweight-human-pose-estimation

(3)

PoseNet

v

v

v

adtrans_posenet

3.8.1+

deepstream_pose_estimation

(4)

Segmentation

FCN-Alexnet

v

x

-

adtrans_fcn

2.0+

L4T-R32.2#pre-trained-models


Intel Segmentation

x

v

-

adtrans_segment

2.0+

semantic_segmentation


(1) : May need to modify conversion script

(2) : Only for CustomVision object detection General Compact Domain

(3) : Better in crowed and small size people

(4) : Better for single people

V : Tested , convert OK

-   : Not test, possible to optimize

X : Tested , cannot optimize 


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