欢迎使用Ascend ModelZoo

为方便更多开发者使用Ascend ModelZoo，我们将持续增加典型网络和相关预训练模型。如果您有任何需求，请在Gitee或ModelZoo提交issue，我们会及时处理。

如何贡献

在开始贡献之前，请先阅读notice。 谢谢！

目录

• 模型

• TensorFlow

  -Benchmark

  • BioBERT_ID0280_for_TensorFlow
  • Shufflenet_ID0645_for_TensorFlow
  • Nezha-large_for_TensorFlow
  • Roberta_ID2366_for_TensorFlow
  • Non_Local_Net_ID0274_for_TensorFlow
  • CNN-CTC_ID0683_for_TensorFlow
  • albert_xlarge_zh_ID2348_for_TensorFlow
  • AUTOAUGMENT_ID0708_for_TensorFlow
  • Albert_ID0632_for_TensorFlow
  • Multi-Layer_Perceptron_ID0628_for_TensorFlow

  -Official

  • DSRC_ID1309_for_TensorFlow
  • SRGAN_ID1881_for_TensorFlow
  • EAST_ID0238_for_TensorFlow
  • ResNext50_ID0070_for_TensorFlow
  • AlexNet_ID0072_for_TensorFlow
  • 2D_Unet_ID2337_for_TensorFlow
  • CRNN_Kernel_ID0055_for_TensorFlow
  • EastV2_ID1404_for_TensorFlow
  • ResNet101_ID0063_for_TensorFlow
  • YoloV3_ID0076_for_TensorFlow
  • EDVR_ID0056_for_TensorFlow
  • AlexNet_ID0259_for_TensorFlow
  • BertCOLA_ID1629_for_TensorFlow
  • ResNet34_for_TensorFlow
  • MobileNetV2_ID0074_for_TensorFlow
  • Oct-ResNet_ID0251_for_TensorFlow
  • ResNet50TF_for_TensorFlow
  • DCGAN_ID0260_for_TensorFlow
  • Bert-CLUE_for_TensorFlow
  • Pix2Pix_ID0359_for_TensorFlow
  • VGG16_ID0068_for_TensorFlow
  • GRU4Rec_ID0128_for_TensorFlow
  • BertLarge_ID0634_for_TensorFlow2.X
  • MobileNetV1_for_TensorFlow
  • ResnetVariant_ID0033_for_TensorFlow
  • ResNet18_for_TensorFlow
  • 3D_ResNet_ID0486_for_TensorFlow
  • ResNet50_ID0360_for_TensorFlow2.X
  • UNet_Industrial_ID0007_for_TensorFlow
  • ModelsGenesis_ID0902_for_TensorFlow
  • Transformer_ID0004_for_TensorFlow
  • GoogleNet_ID0051_for_TensorFlow
  • Transformer_ID0633_for_TensorFlow2.X
  • WaveGlow_ID0024_for_TensorFlow
  • InceptionV4_ID0002_for_TensorFlow
  • EfficientNet_B0_ID0009_for_TensorFlow
  • MaskRcnn_ID0011_for_TensorFlow
  • Bertsquad_ID0495_for_TensorFlow
  • ResNet50_ID0058_for_TensorFlow
  • ShapeNet_ID1138_for_TensorFlow
  • GNMT_for_TensorFlow
  • Bert-qa_ID0369_for_TensorFlow
  • Resnet50v1.5_for_TensorFlow
  • MobileNetV3_ID0256_for_TensorFlow
  • LeNet_ID0127_for_TensorFlow
  • InceptionV3_ID0504_for_TensorFlow
  • BertBase_Google_ID0631_for_TensorFlow
  • BertMNLI_ID1628_for_TensorFlow
  • Bert-base_ID0060_for_TensorFlow
  • ShuffleNetV1-1.0x-group3_ID2129_for_TensorFlow
  • ALBERT-lcqmc-ZH_ID1461_for_TensorFlow
  • VGG19_for_TensorFlow
  • DeepLabv3+_ID0147_for_TensorFlow
  • InceptionV3_ID0491_for_TensorFlow
  • SSD-Resnet34_ID0048_for_TensorFlow
  • DenseNet161_ID1579_for_TensorFlow
  • CTPN_ID0053_for_TensorFlow
  • Bert_Google_MRPC_ID1466_for_TensorFlow
  • DenseNet121_ID0067_for_TensorFlow
  • DeeplabV3_ID0047_for_TensorFlow
  • MobileNetV3-Large_ID1782_for_TensorFlow
  • ResNet200_for_TensorFlow
  • ResNet152_for_TensorFlow
  • DenseNet169_ID1580_for_TensorFlow
  • CRNN_for_TensorFlow
  • AM3_ID1260_for_TensorFlow

  -Research

  • UNet2D_for_TensorFlow
  • ATC_yolov3_caffe_AE
  • ATC_ESPCN_caffe_AE
  • ATC_noisystudent_tf_nkxiaolei
  • RetinaNet_ID0115_for_TensorFlow
  • SparseNet_ID1616_for_TensorFlow
  • AlignedReID_ID1460_for_TensorFlow
  • ATC_efficientnet-b8_tf_nkxiaolei
  • UNet3D_ID0057_for_TensorFlow
  • ResNext50_ID0362_for_TensorFlow2.X
  • InceptionV2_ID0670_for_TensorFlow
  • Resnet50_for_TensorFlow
  • DeepAlignmentNetwork_ID0874_for_TensorFlow
  • LSTM_ID0111_for_TensorFlow
  • ATC_RCF_Caffe_AE
  • GNMT_ID0015_for_TensorFlow
  • ATC_mobilenetv3-large_tf_hwwheel123
  • ATC_fasttext_tf_nkxiaolei
  • PRSR_ID2111_for_TensorFlow
  • Fixmatch_ID0843_for_TensorFlow
  • 2Dattentionunet_ID0120_for_TensorFlow
  • ATC_human_segmentation_tf_AE
  • ATC_CollisionAntiDrop_caffe_AE
  • CycleGAN_ID0716_for_TensorFlow
  • StarGAN_v2_ID1188_for_TensorFlow
  • Xception_ID0178_for_TensorFlow
  • PROTOTYPICAL-NETWORKS_ID1286_for_TensorFlow
  • ATC_resnet18_caffe_AE
  • Bert_Nv_Finetune_MPRC_ID1641_for_TensorFlow
  • ATC_squeezenet_hw_iranb
  • ATC_dhaa_hw_iranb
  • EfficientNet_V2_ID1220_for_TensorFlow
  • BigGAN_ID0088_for_TensorFlow
  • ATC_FSRCNN_caffe_AE
  • HMR_ID0783_for_TensorFlow
  • DENSEDEPTH_ID0806_for_TensorFlow
  • ATC_sphereface_caffe_AE
  • flownet2_ID1375_for_TensorFlow
  • Music_Auto_for_TensorFlow
  • ATC_resnet152_tf_nkxiaolei
  • FASPell_finetune_ID1903_for_TensorFlow
  • LMTCNN_ID1278_for_TensorFlow
  • ATC_colorization_caffe_AE
  • GPT-3_for_TensorFlow
  • ATC_retina-unet_caffe_AE
  • ResNext50_TF_MTI_for_TensorFlow
  • ResNet50_OSME_ID1257_for_TensorFlow
  • DCGAN_ID2196_for_TensorFlow
  • VSL_ID1291_for_TensorFlow
  • Bert_Google_for_TensorFlow
  • Darts_for_TensorFlow
  • DQN_for_TensorFlow
  • BlitzNet_ID0948_for_TensorFlow
  • MZSR_ID1072_for_TensorFlow
  • Sphereface_ID0771_for_TensorFlow
  • YOLOv5_ID1719_for_TensorFlow2.X
  • ATC_mobilenetv2_mindspore_AE
  • ATC_yolov3_caffe_AE
  • ATC_SRCNN_caffe_AE
  • MUZERO_for_TensorFlow
  • BSRN_ID1296_for_TensorFlow
  • ATC_nasnet-a_tf_hwwheel123
  • IQN_ID1995_for_TensorFlow
  • ATC_OpenPose_caffe_AE
  • FasterRcnn_resnet50_ID0010_for_TensorFlow
  • Densenet_3D_ID0121_for_TensorFlow
  • Pix2Vox_ID1284_for_TensorFlow
  • I3D_ID0168_for_TensorFlow
  • SSD-VGG_ID1619_for_TensorFlow
  • SRNTT-l2_ID0272_for_TensorFlow
  • GPT-2_for_TensorFlow
  • NIMA_ID0853_for_TensorFlow
  • HRNet_for_TensorFlow
  • ATC_3DCNN_tensorflow_AE
  • ATC_count_person_caffe_AE
  • DDPG_for_TensorFlow
  • ATC_Chinese-OCR_tf_AE
  • Lip2Wav_ID0885_for_TensorFlow
  • UNet2D_ID0008_for_TensorFlow
  • VAT_ID1002_for_Tensorflow
  • DeblurGAN_ID0207_for_TensorFlow
  • Face-ResNet50_ID1372_for_TensorFlow
  • Efficientnet_Google_for_TensorFlow
  • NIMA_for_TensorFlow
  • XLNet_ID0025_for_TensorFlow
  • PRIDNET_ID1275_for_TensorFlow
  • ATC_PortraitNet_tf_AE
  • SWD_ID1211_for_TensorFlow
  • ATC_inceptionV2_tf_AE
  • ATC_efficientnet-b8_tf_hwwheel123
  • TCN_ID1231_for_TensorFlow
  • squeezenet_ID0194_for_TensorFlow
  • ATC_VGG16_tf_AE
  • realmix_ID1248_for_TensorFlow
  • DANN_ID2200_for_TensorFlow
  • TCN_ID0022_for_TensorFlow
  • ASSEMBLED-CNN_ID0941_for_TensorFlow
  • ATC_inceptionv3_tf_nkxiaolei
  • MicroexpNet_ID1157_for_TensorFlow
  • OpenPose_ID0117_for_TensorFlow
  • Hourglass_ID0155_for_TensorFlow
  • QMIX_for_TensorFlow
  • chess-alpha-zero_for_Tensorflow
  • ArcFace_ID0887_for_TensorFlow
  • MGCNN_ID1039_for_TensorFlow
  • Albert_ZH_for_TensorFlow
  • srdrm_ID1282_for_TensorFlow
  • NMT_for_TensorFlow
  • ShuffleNet_ID0184_for_TensorFlow
  • ATC_resnet10-SSD_caffe_AE
  • DilatedRNN_ID0927_for_TensorFlow
  • squeezeseg_ID0873_for_TensorFlow
  • BertBase-squad_for_TensorFlow
  • ATC_yolov3_tensorflow
  • ATC_googlenet_caffe_AE
  • Pix2Pix_ID1467_for_TensorFlow
  • PPO_for_TensorFlow
  • ATC_squeezenet_tf_nkxiaolei
  • ATC_YOLOv4_tf_AE
  • ATC_painting_tf_AE
  • DPN_for_TensorFlow
  • Memnet_ID1085_for_TensorFlow
  • EfficientNet_V1_ID1057_for_TensorFlow
  • Yolov5_ID1720_for_TensorFlow
  • FastText_ID0135_for_TensorFlow
  • ATC_dbresnet_tf_ihongming
  • ATC_resnet50_caffe_AE
  • RCNN_ID0668_for_TensorFlow
  • ATC_LaneDetection_caffe_AE
  • TCN-KERAS_ID0785_for_TensorFlow
  • StarGAN_ID1472_for_TensorFlow
  • DPN68_ID0142_for_TensorFlow
  • EDSR_ID1263_for_TensorFlow
  • CLUE_BERT_ID1646_for_TensorFlow
  • UNet3D_for_TensorFlow
  • ATC_mobilenetv3-large_tf_nkxiaolei
  • ATC_wav2word_tf_AE
  • ATC_DeblurGAN_tf_AE
  • ShufflenetV1_ID0184_for_Tensorflow
  • MMNet_ID0172_for_TensorFlow
  • GNMT_ID1819_for_TensorFlow
  • HybridSN_ID1160_for_TensorFlow
  • ATC_yolov3_darknet53_tf_xdzhangtongxue
  • VNECT_ID1094_for_TensorFlow
  • ATC_VGG16_TensorFlow_AE
  • RealNVP_ID0219_for_TensorFlow
  • Yuefu_for_TensorFlow
  • VAE-GAN_ID1800_for_TensorFlow
  • FCN_ID0179_for_TensorFlow
  • ATC_xception_tf_hwwheel123
  • ATC_vgg_ssd_caffe_AE
  • wgan_ID0201_for_TensorFlow
  • ATC_jlpls-paa_snowball0823
  • NASNet_ID0144_for_TensorFlow
  • Deep_Speech_for_TensorFlow
  • ATC_DeRain_TensorFlow_AE
  • Keras_swa_for_TensorFlow
  • AutoInt_ID0189_for_TensorFlow
  • PointNet_ID0266NRE_for_TensorFlow
  • WaveGlow_for_TensorFlow
  • BiLSTM_CRF_ID0125_for_TensorFlow
  • AdvancedEast_ID0130_for_TensorFlow
  • PoseFix_ID0950_for_TensorFlow
  • ATC_deploy_vel_tf_AE
  • ATC_Object_detection_caffe_AE
  • MiniGo_ID0629_for_TensorFlow
  • ATC_noisystudent_tf_hwwheel123
  • YOLOV3_C1_for_TensorFlow
  • ATC_siammask_tf
  • ATC_VDSR_caffe_AE
  • SiamMask_ID0166_for_TensorFlow
  • ATC_STGCN_tf_AE
  • ATC_cartoonization_tf_AE
  • ATC_animeGANv2-hayao_tf_AE
  • ATC_wideresnet_tf_nkxiaolei
  • RCAN_ID0268_for_TensorFlow
  • C3D_ID2199_for_TensorFlow
  • AVOD_ID0818_for_TensorFlow
  • ATC_animeGANv2-Paprika_tf_AE
  • NOISE2NOISE_ID0800_for_TensorFlow
  • YoloV3_ID0363_for_TensorFlow2.X
  • MobileNetV3-Small_ID1783_for_TensorFlow
  • TCC_ID0714_for_TensorFlow2.X
  • Non_Local_Net_ID0274_for_TensorFlow
  • ATC_gesture_recognition_Caffe_AE
  • NLRN_ID1100_for_TensorFlow
  • ATC_yolo3_resnet18_tf_AE
  • DPN_ID1636_for_TensorFlow
  • ATC_bert_classification_tf_AE
  • YoloV2_ID1510_for_TensorFlow
  • ATC_xception_tf_nkxiaolei
  • Cars_for_TensorFlow
  • 3d-DenseNet_for_TensorFlow
  • Bert-NER_ID0797_for_TensorFlow
  • Bert_Google_finetune_for_TensorFlow
  • ATC_nasnet-a_tf_nkxiaolei
  • ATC_shufflenetv2_tf_nkxiaolei
  • depthsupervisesenet_ID0200_for_TensorFlow
  • DCGAN_ID1471_for_TensorFlow
  • CTPN_ID0054_for_TensorFlow
  • Bert_Google_for_TensorFlow
  • ATC_wgan_hw_iranb
  • OSMN_ID1103_for_TensorFlow
  • ATC_faster_rcnn_caffe_AE
  • ATC_EAST_tf_nkxiaolei
  • ATC_squeezenet_tf_hwwheel123
  • ATC_vanillacnn_caffe_AE
  • mobilefacenet-V2_ID0929_for_TensorFlow
  • stackgan_ID0760_for_TensorFlow
  • YoloV5_ID2353_for_TensorFlow2.X
  • EfficientNet-B4_ID0162_for_TensorFlow
  • PSENet_ID0239_for_TensorFlow
  • RetinaNet_for_TensorFlow
  • Milking_cowmask_ID0712_for_TensorFlow
  • SSD-Resnet50V1-FPN_ID1463_for_TensorFlow
  • ATC_hpa_caffe_AE
  • ResNet101_ID0361_for_TensorFlow2.X
  • FASPell_pretrain_ID1858_for_TensorFlow
  • UNet_Medical_for_TensorFlow
  • ResNet50_OSME_ID1257_for_TensorFlow
  • HRNet_ID0139_for_TensorFlow
  • Bertsquad_for_TensorFlow
  • KinD_ID1132_for_TensorFlow
  • Jasper_ID0020_for_TensorFlow
  • tprnn_ID1297_for_TensorFlow
  • ATC_yolov3_tf_fp16
  • BicycleGAN_ID1287_for_TensorFlow

• PyTorch

  -Official

  • WideResNet101_2_for_Pytorch
  • Wide_ResNet50_2_for_Pytorch
  • TransformerXL_for_Pytorch
  • DenseNet169_ID0454_for_Pytorch
  • TDNN_for_Pytorch
  • I3D_for_Pytorch
  • Yolov5_for_Pytorch
  • Yolov3_for_Pytorch
  • VilBert_for_Pytorch
  • DenseNet161_ID0455_for_Pytorch
  • Tacotron2_for_Pytorch
  • RawNet2_for_Pytorch

  -Research

  • VGGNet_for_Pytorch
  • ReID_for_Pytorch
  • FSAF_for_Pytorch
  • PSENet_for_Pytorch
  • Srcnn_x2_for_Pytorch
  • SimCLR_for_Pytorch
  • Yolov4_for_Pytorch
  • GENet_for_Pytorch
  • HRNet_SEG_for_Pytorch

• MindSpore

  -Benchmark

  • openpose_MS_for_MindSpore
  • NEZHA-Large_for_MindSpore

  -Official

  • Transformer_for_MindSpore
  • MaskRCNN_for_MindSpore
  • Openpose_for_MindSpore
  • AlexNet_for_MindSpore
  • SSD_MobileNetV2_for_MindSpore
  • VGG16_for_MindSpore
  • YOLOv4_Cspdarknet53_for_MindSpore
  • SSD_MobileNet_FPN_for_MindSpore
  • TinyBERT_for_MindSpore
  • Resnet101_for_MindSpore
  • LeNet_for_MindSpore
  • DenseNet121_for_MindSpore
  • PSENet_for_MindSpore
  • CenterFace_for_MindSpore
  • Mask_rcnn_for_MindSpore
  • Bert-base_for_MindSpore
  • YoloV3_for_MindSpore
  • FasterRCNN_for_MindSpore
  • DeeplabV3_for_MindSpore
  • SSD_for_MindSpore
  • NEZHA_Large_for_MindSpore
  • ResNext50_for_MindSpore
  • UNet_Medical_for_MindSpore
  • ResNet50_for_MindSpore
  • CNN&CTC_for_MindSpore
  • MobileNetV2_for_MindSpore
  • GoogLeNet_for_MindSpore
  • Mask_R_CNN_for_MindSpore

  -Research

  • Gnmt_v2_for_MindSpore
  • FaceAttribute_for_MindSpore
  • DSCNN_for_MindSpore
  • Music_Genre_Classification_for_MindSpore
  • FaceRecognitionForTracking_for_MindSpore
  • FaceDetection_for_MindSpore
  • FaceRecognition_for_MindSpore
  • FaceQualityAssessment_for_MindSpore

• ACL_TensorFlow

  -Official

  • 3DUNET_for_ACL
  • MobileNetv3_Large_for_ACL
  • SSD-Resnet34_for_ACL
  • AlexNet_for_ACL
  • Inceptionv4_for_ACL
  • ShuffleNetv2_for_ACL
  • Resnet101_for_ACL
  • MobileNetv2_for_ACL
  • GoogleNet_for_ACL
  • Vgg16_for_ACL
  • YOLOv4_for_ACL
  • MobileNetv1_for_ACL
  • ShuffleNetv1_for_ACL
  • Xception_for_ACL
  • SSD_Resnet50_FPN_for_ACL
  • YOLOv2_for_ACL
  • CRNN_for_ACL
  • RetinaNet_for_ACL
  • OpenPose_for_ACL
  • Resnet34_for_ACL
  • CTPN_for_ACL
  • ResNext50_for_ACL
  • YOLOv3_for_ACL
  • PixelLink_for_ACL
  • PSPnet101_for_ACL
  • Vgg19_for_ACL
  • Resnet50_HC_for_ACL
  • DeepLabv3_plus_for_ACL
  • Resnet50_TF_for_ACL
  • BertTnews_for_ACL
  • DenseNet121_for_ACL
  • Facenet_for_ACL
  • 2D_Attention_Unet_for_ACL
  • DeepLabv3_for_ACL
  • ResCNN_for_ACL
  • EfficientNet_B0_for_ACL
  • AlignedReID_for_ACL
  • Face_Resnet50_for_ACL
  • Resnet18_for_ACL
  • Inceptionv3_for_ACL
  • JASPER_for_ACL
  • EfficientNet_B8_for_ACL
  • Densenet24_for_ACL

  -Research

  • StarGAN_ID0725_for_ACL
  • NIMA_for_ACL
  • BERT_for_ACL
  • FlowNet2_ID1375_for_ACL
  • SegdecNet_for_ACL
  • ALBERT_for_ACL
  • Realmix_ID1248_for_ACL
  • NIMA_ID0853_for_ACL
  • RobotPlayChess_ID_for_ACL
  • Centernet_for_ACL
  • FasterRCNN_for_ACL
  • SphereFace_ID0771_for_ACL
  • Efficientnet_ID1220_for_ACL
  • RoBERTa_for_ACL
  • Fixmatch_ID0843_for_ACL
  • RetinexNet_ID0936_for_ACL
  • GitLoss_ID1277_for_ACL
  • TSN_for_ACL
  • LSTM_for_ACL
  • Transformer_for_ACL
  • roberta_ID0763_for_ACL
  • DPN_for_ACL
  • BioBERT_for_ACL
  • TransNet_for_ACL
  • Milking_cowmask_ID0712_for_ACL
  • ECONet_for_ACL
  • Yolov5_for_ACL
  • Efficientnet_ID1057_for_ACL
  • DENSEDEPTH_ID0806_for_ACL
  • PWCNet_for_ACL
  • mobilefacenet-V2_ID0929_for_ACL
  • Ecolite_for_ACL
  • MaskRCNN_for_ACL
  • CycleGAN_ID0716_for_ACL
  • VAEGAN_for_ACL
  • MTCNN_for_ACL
  • TDNN_for_ACL
  • Siamese_for_ACL
  • NOISE2NOISE_ID800_for_ACL
  • GRU4Rec_for_ACL
  • VGG19_ID0374_for_ACL
  • prnet_for_ACL
  • assembled-cnn_ID0941_for_ACL
  • Arcface_ID0887_for_ACL
  • 3DResNet_for_ACL
  • HMR_ID0783_for_ACL

免责声明

Ascend ModelZoo仅提供公共数据集下载和预处理脚本。这些数据集不属于ModelZoo，ModelZoo也不对其质量或维护负责。请确保您具有这些数据集的使用许可。基于这些数据集训练的模型仅可用于非商业研究和教育。

致数据集所有者：

如果您不希望您的数据集公布在ModelZoo上或希望更新ModelZoo中属于您的数据集，请在Github/Gitee提交issue，我们将根据您的issue删除或更新您的数据集。衷心感谢您对我们社区的理解和贡献。

Ascend ModelZoo的license是Apache 2.0.具体内容，请参见LICENSE文件。