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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+ | ||
MobilenetV2 | v | v | v | adtrans_classifier | 2.0+ | |||
ResNet18 | v | x | x | adtrans_classifier | 3.5.3+ | |||
ResNet | - | - | v | adtrans_classifier | 3.5.3+ | |||
SqueezeNet | - | - | v | adtrans_classifier | 3.5.3+ | |||
VGG | - | - | v | adtrans_classifier | 3.5.3+ | |||
AlexNet | - | - | v | adtrans_classifier | 3.5.3+ | |||
GoogleNet | - | - | v | adtrans_classifier | 3.5.3+ | |||
CaffeNet | - | - | v | adtrans_classifier | 3.5.3+ | |||
RCNN_ILSVRC13 | - | - | v | adtrans_classifier | 3.5.3+ | |||
DenseNet-121 | - | - | v | adtrans_classifier | 3.5.3+ | |||
Inception_V1/V2 | - | - | v | adtrans_classifier | 3.5.3+ | |||
ZFNet-512 | - | - | v | adtrans_classifier | 3.5.3+ | |||
ShuffleNet_V1/V2 | - | - | v | adtrans_classifier | 3.5.3+ | |||
EfficientNet-Lite4 | - | - | v | adtrans_classifier | 3.5.3+ | |||
Object Detection | SSD Inception-V2 | v | - | x | adtrans_ssd | 2.0+ | ||
Face detection (SSD based) | x | v | x | adtrans_ssd | 1.0+ | |||
Yolov3 | v | v | v | adtrans_yolo | 2.0+ | * | ||
Yolov4 | v | v | v | adtrans_yolo | 3.5.3+ | * | ||
Yolov3-tiny | v | v | v | adtrans_yolo | 3.5.3+ | * | ||
Yolov4-tiny | v | v | v | adtrans_yolo | 3.5.3+ | (1) | ||
Yolov2-tiny | - | - | v | adtrans_tinyyolov2_py | 3.5.3+ | CustomVision | (2) | |
Pose Estimation | OpenPose | v | v | v | adtrans_openpose | 3.0.0+ | (3) | |
PoseNet | v | v | v | adtrans_posenet | 3.8.1+ | (4) | ||
Segmentation | FCN-Alexnet | v | x | - | adtrans_fcn | 2.0+ | ||
Intel Segmentation | x | v | - | adtrans_segment | 2.0+ |
(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