Support Model List

Updated on 26 Apr 2022
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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

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List of EVA supported models