Dataset in Model Zoo Networks

Ascend GPU CPU Data Preparation

  

Domain	Sub Domain	Network
Computer Vision	Image Classification	AlexNet
Computer Vision	Image Classification	CNN
Computer Vision	Image Classification	GoogLeNet
Computer Vision	Image Classification	LeNet
Computer Vision	Image Classification	MobileNetV3
Computer Vision	Image Classification	ResNet-50
Computer Vision	Image Classification	VGG16
Computer Vision	Object Detection	CenterFace
Computer Vision	Object Detection	CTPN
Computer Vision	Object Detection	Faster R-CNN
Computer Vision	Object Detection	Mask R-CNN
Computer Vision	Object Detection	SSD
Computer Vision	Object Detection	YOLOv4
Computer Vision	Text Detection	DeepText
Computer Vision	Semantic Segmentation	DeepLabV3
Computer Vision	Keypoint Detection	OpenPose
Computer Vision	Keypoint Detection	SimplePoseNet
Computer Vision	Optical Character Recognition	CRNN
Natural Language Processing	Natural Language Understanding	BERT
Natural Language Processing	Natural Language Understanding	FastText
Natural Language Processing	Natural Language Understanding	GRU
Natural Language Processing	Natural Language Understanding	Transformer
Natural Language Processing	Natural Language Understanding	TinyBERT
Natural Language Processing	Natural Language Understanding	TextCNN
Recommender	Recommender System, CTR prediction	DeepFM
Recommender	Recommender System, Search, Ranking	Wide&Deep
Recommender	Recommender System	NAML
Recommender	Recommender System	NCF
GNN	Text Classification	GCN
GNN	Text Classification	GAT
GNN	Recommender System	BGCF