LicheePi 4A Model Inference Guide

note

Source: yuque

Example List

Task	Model	Programming Interface	Hardware Unit	Execution Method
Image Classification	alexnet	C/C++	C910v + NPU	Offline Compilation
Image Classification	resnet50	C/C++	C910v + NPU	Offline Compilation
Image Classification	mobilenetv1	C/C++	C910v + NPU	Offline Compilation
Image Classification	mobilenetv2	C/C++	C910v + NPU	Offline Compilation
Image Classification	inceptionv1	C/C++	C910v + NPU	Offline Compilation
Image Classification	inceptionv3	C/C++	C910v + NPU	Offline Compilation
Image Classification	inceptionv4	C/C++	C910v + NPU	Offline Compilation
Image Classification	xception	C/C++	C910v + NPU	Offline Compilation
Image Classification	vgg16	C/C++	C910v + NPU	Offline Compilation
Image Classification	squeezenet v1	C/C++	C910v + NPU	Offline Compilation
Image Classification	densenet121	C/C++	C910v + NPU	Offline Compilation
Image Classification	shufflenet	C/C++	C910v	Offline Compilation
Image Classification	efficientnet	C/C++	C910v + NPU	Offline Compilation
Image Classification	swin-transformer	Python	C910v	Offline Compilation
Image Classification	mobileVit	Python	C910v	Offline Compilation
Object Detection	YOLOv5	Python	C910v + NPU	Offline Compilation
Object Detection	YOLOX	Python	C910v	onnxruntime
Reading Comprehension	bert	Python	C910v	Offline Compilation
Pose Estimation	RTMPose	Python	C910v	onnxruntime
Pose Estimation	RTMPose	Python	C910v + NPU	Offline Compilation + onnxruntime
Pose Estimation	RTMPose	Python	C910v + NPU	Offline Compilation