Support Model List

Updated on 09 Nov 2023
1 Minute to read
Contributors

Print
Share
Dark
Light

Article Summary

Share feedback

Thanks for sharing your feedback!

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	-	-	v	adtrans_tinyyolov2_py	3.5.3+	CustomVision	(2)
Pose Estimation	OpenPose	v	v	v	adtrans_openpose	3.0.0+	lightweight-human-pose-estimation	(3)
Pose Estimation	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
Segmentation	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

Was this article helpful?

What's Next

How to get information from DL model

Table of contents

List of EVA supported models