# modelzoo **Repository Path**: turing_project/modelzoo ## Basic Information - **Project Name**: modelzoo - **Description**: Ascend Model Zoo - **Primary Language**: Python - **License**: Apache-2.0 - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 1 - **Forks**: 812 - **Created**: 2021-08-23 - **Last Updated**: 2022-08-17 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # Welcome to the Model Zoo for Ascend In order to facilitate developers to enjoy the benefits of Ascend ModelZoo, we will continue to add typical networks and some of the related pre-trained models. If you have needs for the modelzoo, you can file an issue on [gitee](https://gitee.com/ascend/modelzoo/issues) or [ModelZoo](https://bbs.huaweicloud.com/forum/forum-726-1.html), We will consider it in time. ## Contributing Before you start,Please read the [notice](https://gitee.com/ascend/modelzoo/blob/master/contrib/CONTRIBUTING.md) Thank You! ## Table of Contents - Models - TensorFlow -Benchmark - [Nezha-large_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Benchmark/nlp/Nezha-large_for_TensorFlow/) - [Multi-Layer_Perceptron_ID0628_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Benchmark/cv/image_classification/Multi-Layer_Perceptron_ID0628_for_TensorFlow/) - [Bert-base_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Benchmark/nlp/Bert-base_for_TensorFlow/) -Official - [GRU4Rec_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/GRU4Rec_for_TensorFlow/) - [UNet_Industrial_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_segmentation/UNet_Industrial_for_TensorFlow/) - [Pix2Pix_ID0359_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/Image_translation/Pix2Pix_ID0359_for_TensorFlow/) - [tacotron2_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/audio/tacotron2_for_TensorFlow/) - [VGG16_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/VGG16_for_TensorFlow/) - [CRNN_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/detection/CRNN_for_TensorFlow/) - [CTPN_ID0053_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/detection/CTPN_ID0053_for_TensorFlow/) - [MobileNetV2_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/MobileNetV2_for_TensorFlow/) - [VGG19_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/VGG19_for_TensorFlow/) - [DenseNet161_ID1579_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/DenseNet161_ID1579_for_TensorFlow/) - [InceptionV4_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/InceptionV4_for_TensorFlow/) - [BertLarge_ID0634_for_TensorFlow2.X](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/BertLarge_ID0634_for_TensorFlow2.X/) - [Bert-qa_ID0369_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/Bert-qa_ID0369_for_TensorFlow/) - [ResnetVariant_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResnetVariant_for_TensorFlow/) - [DenseNet169_ID1580_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/DenseNet169_ID1580_for_TensorFlow/) - [GoogleNet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/GoogleNet_for_TensorFlow/) - [Transformer_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/Transformer_for_TensorFlow/) - [ResNet50TF_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNet50TF_for_TensorFlow/) - [GNMT_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/GNMT_for_TensorFlow/) - [ResNet101_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNet101_for_TensorFlow/) - [EAST_ID0238_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Official/cv/east/EAST_ID0238_for_TensorFlow/) - [MobileNetV3-Large_ID1782_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/MobileNetV3-Large_ID1782_for_TensorFlow/) - [ResNet200_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNet200_for_TensorFlow/) - [ResNet34_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNet34_for_TensorFlow/) - [ResNet50_ID0360_for_TensorFlow2.X](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNet50_ID0360_for_TensorFlow2.X/) - [ResNet50_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNet50_for_TensorFlow/) - [MobileNetV3_ID0256_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/MobileNetV3_ID0256_for_TensorFlow/) - [InceptionV3_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/InceptionV3_for_TensorFlow/) - [WaveGlow_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/audio/WaveGlow_for_TensorFlow/) - [BertMNLI_ID1628_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/BertMNLI_ID1628_for_TensorFlow/) - [ResNet18_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNet18_for_TensorFlow/) - [EfficientNet_B0_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/EfficientNet_B0_for_TensorFlow/) - [ResNet152_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNet152_for_TensorFlow/) - [DeeplabV3_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_segmentation/DeeplabV3_for_TensorFlow/) - [Resnet50v1.5_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/Resnet50v1.5_for_TensorFlow/) - [MobileNetV1_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/MobileNetV1_for_TensorFlow/) - [BertTnews_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/BertTnews_for_TensorFlow/) - [InceptionV3_ID0491_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/InceptionV3_ID0491_for_TensorFlow/) - [DenseNet121_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/DenseNet121_for_TensorFlow/) - [BertCOLA_ID1629_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/BertCOLA_ID1629_for_TensorFlow/) - [Bert_Google_MRPC_ID1466_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/Bert_Google_MRPC_ID1466_for_TensorFlow/) - [Bertsquad_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/Bertsquad_for_TensorFlow/) - [SSD-Resnet34_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/detection/SSD-Resnet34_for_TensorFlow/) - [EDVR_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/Video_enhancement/EDVR_for_TensorFlow/) - [ResNext50_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNext50_for_TensorFlow/) - [BertBase_Google_ID0631_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/BertBase_Google_ID0631_for_TensorFlow/) - [YoloV3_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/detection/YoloV3_for_TensorFlow/) - [AlexNet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/AlexNet_for_TensorFlow/) -Research - [ATC_resnet152_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/resnet152/ATC_resnet152_tf_nkxiaolei/) - [ATC_EAST_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/east/ATC_EAST_tf_nkxiaolei/) - [ATC_yolov3_tensorflow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/yolov3/ATC_yolov3_tensorflow/) - [MobileNetV3-Small_ID1783_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/MobileNetV3-Small_ID1783_for_TensorFlow/) - [YOLOv5_ID1719_for_TensorFlow2.X](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/YOLOv5_ID1719_for_TensorFlow2.X/) - [MMNet_ID0172_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/mmnet/MMNet_ID0172_for_TensorFlow/) - [ATC_inceptionv3_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/inceptionv3/ATC_inceptionv3_tf_nkxiaolei/) - [ATC_dbresnet_tf_ihongming](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/dbresnet/ATC_dbresnet_tf_ihongming/) - [ATC_squeezenet_tf_hwwheel123](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/squeezenet/ATC_squeezenet_tf_hwwheel123/) - [ATC_mobilenetv2_mindspore_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/garbage_classification/ATC_mobilenetv2_mindspore_AE/) - [OpenPose_ID0117_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/OpenPose_ID0117_for_TensorFlow/) - [DPN68_ID0142_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/DPN68_ID0142_for_TensorFlow/) - [VAE-GAN_ID1800_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_synthesis/VAE-GAN_ID1800_for_TensorFlow/) - [ATC_animeGANv2-hayao_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/cartoonization/ATC_animeGANv2-hayao_tf_AE/) - [Yuefu_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/Yuefu_for_TensorFlow/) - [XLNet_ID0025_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/XLNet_ID0025_for_TensorFlow/) - [ATC_jlpls-paa_snowball0823](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/jlpls-paa/ATC_jlpls-paa_snowball0823/) - [NMT_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/NMT_for_TensorFlow/) - [ATC_yolov3_darknet53_tf_xdzhangtongxue](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/yolov3_darknet53/ATC_yolov3_darknet53_tf_xdzhangtongxue/) - [ATC_squeezenet_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/squeezenet/ATC_squeezenet_tf_nkxiaolei/) - [SiamMask_ID0166_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/siammask/SiamMask_ID0166_for_TensorFlow/) - [SSD-VGG_ID1619_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/SSD-VGG_ID1619_for_TensorFlow/) - [3d-DenseNet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_segmentation/3d-DenseNet_for_TensorFlow/) - [EfficientNet-B4_ID0162_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/EfficientNet-B4_ID0162_for_TensorFlow/) - [BertBase-squad_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/BertBase-squad_for_TensorFlow/) - [Cars_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/Cars_for_TensorFlow/) - [squeezenet_ID0194_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/squeezenet/squeezenet_ID0194_for_TensorFlow/) - [CLUE_BERT_ID1646_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/CLUE_BERT_ID1646_for_TensorFlow/) - [ATC_deploy_vel_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/dehaze/ATC_deploy_vel_tf_AE/) - [UNet3D_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_segmentation/UNet3D_for_TensorFlow/) - [FastText_ID0135_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/FastText_ID0135_for_TensorFlow/) - [RetinaNet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/RetinaNet_for_TensorFlow/) - [Xception_ID0178_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/xception/Xception_ID0178_for_TensorFlow/) - [AdvancedEAST_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/AdvancedEAST_for_TensorFlow/) - [ATC_3DCNN_tensorflow_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/3dcnn/ATC_3DCNN_tensorflow_AE/) - [Oct-ResNet_ID0251_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/Oct-ResNet_ID0251_for_TensorFlow/) - [DPN_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_segmentation/DPN_for_TensorFlow/) - [HRNet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/HRNet_for_TensorFlow/) - [Keras_swa_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/Keras_swa_for_TensorFlow/) - [MUZERO_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/reinforcement_learning/MUZERO_for_TensorFlow/) - [ATC_FSRCNN_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/super_resolution/ATC_FSRCNN_caffe_AE/) - [Unpaired-SR_ID0205_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/unpairedsr/Unpaired-SR_ID0205_for_TensorFlow/) - [ATC_sphereface_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/sphereface/ATC_sphereface_caffe_AE/) - [GPT-3_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/GPT-3_for_TensorFlow/) - [ATC_efficientnet-b8_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/efficientnet-b8/ATC_efficientnet-b8_tf_nkxiaolei/) - [DPN_ID1636_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/dpn/DPN_ID1636_for_TensorFlow/) - [ATC_PortraitNet_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/portraitnet/ATC_PortraitNet_tf_AE/) - [ATC_yolov3_tf_fp16](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/ATC_yolov3_tf_fp16/) - [LSTM_ID0111_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/LSTM_ID0111_for_TensorFlow/) - [ResNext50_ID0362_for_TensorFlow2.X](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/ResNext50_ID0362_for_TensorFlow2.X/) - [ATC_xception_tf_hwwheel123](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/xception/ATC_xception_tf_hwwheel123/) - [ATC_STGCN_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/gesturedetection/ATC_STGCN_tf_AE/) - [ATC_yolov3_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/plane_detection/ATC_yolov3_caffe_AE/) - [ATC_human_segmentation_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/human_segmentation/ATC_human_segmentation_tf_AE/) - [PPO_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/reinforcement_learning/PPO_for_TensorFlow/) - [ShuffleNet_ID0184_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/shufflenetv1/ShuffleNet_ID0184_for_TensorFlow/) - [ATC_Object_detection_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/ascbot/ATC_Object_detection_caffe_AE/) - [ATC_Chinese-OCR_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/chinese-ocr/ATC_Chinese-OCR_tf_AE/) - [ATC_colorization_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/colorization/ATC_colorization_caffe_AE/) - [ATC_VGG16_TensorFlow_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/image_HDR_enhance/ATC_VGG16_TensorFlow_AE/) - [YoloV3_ID0363_for_TensorFlow2.X](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/YoloV3_ID0363_for_TensorFlow2.X/) - [Bert_Google_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/Bert_Google_for_TensorFlow/) - [ATC_vgg_ssd_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/vgg_ssd/ATC_vgg_ssd_caffe_AE/) - [ATC_OpenPose_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/gesturedetection/ATC_OpenPose_caffe_AE/) - [TCN_ID0022_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_segmentation/TCN_ID0022_for_TensorFlow/) - [RealNVP_ID0219_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/realnvp/RealNVP_ID0219_for_TensorFlow/) - [ATC_mobilenetv3-large_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/mobilenetv3-large/ATC_mobilenetv3-large_tf_nkxiaolei/) - [ATC_mobilenetv3-large_tf_hwwheel123](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/mobilenetv3-large/ATC_mobilenetv3-large_tf_hwwheel123/) - [ATC_noisystudent_tf_hwwheel123](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/noisystudent/ATC_noisystudent_tf_hwwheel123/) - [wgan_ID0201_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/wgan/wgan_ID0201_for_TensorFlow/) - [ATC_fasttext_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/nlp/fasttext/ATC_fasttext_tf_nkxiaolei/) - [ATC_cartoonization_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/cartoonization/ATC_cartoonization_tf_AE/) - [Bert_Google_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/Bert_Google_for_TensorFlow/) - [GNMT_ID1819_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/GNMT_ID1819_for_TensorFlow/) - [Resnet50_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/Resnet50_for_TensorFlow/) - [ATC_SRCNN_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/super_resolution/ATC_SRCNN_caffe_AE/) - [YOLOV3_C1_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/YOLOV3_C1_for_TensorFlow/) - [Densenet_3D_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/Densenet_3D_for_TensorFlow/) - [ATC_animeGANv2-Paprika_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/cartoonization/ATC_animeGANv2-Paprika_tf_AE/) - [ATC_wav2word_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/nlp/wav2word/ATC_wav2word_tf_AE/) - [QMIX_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/reinforcement_learning/QMIX_for_TensorFlow/) - [ATC_DeblurGAN_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/Blur2Sharp/ATC_DeblurGAN_tf_AE/) - [RetinaNet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/RetinaNet_for_TensorFlow/) - [ResNext50_TF_MTI_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/ResNext50_TF_MTI_for_TensorFlow/) - [AutoInt_ID0189_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/recommendation/autoint/AutoInt_ID0189_for_TensorFlow/) - [DeblurGAN_ID0207_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/deblur_gan/DeblurGAN_ID0207_for_TensorFlow/) - [ATC_painting_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/painting/ATC_painting_tf_AE/) - [ATC_googlenet_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/googlenet/ATC_googlenet_caffe_AE/) - [TCC_ID0714_for_TensorFlow2.X](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/TCC_ID0714_for_TensorFlow2.X/) - [Albert_ZH_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/Albert_ZH_for_TensorFlow/) - [ShufflenetV1_ID0184_for_Tensorflow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/ShufflenetV1_ID0184_for_Tensorflow/) - [CTPN_ID0054_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/CTPN_ID0054_for_TensorFlow/) - [FASPell_finetune_ID1903_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/FASPell_finetune_ID1903_for_TensorFlow/) - [ATC_vanillacnn_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/vanillacnn/ATC_vanillacnn_caffe_AE/) - [NIMA_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/NIMA_for_TensorFlow/) - [PSENet_ID0239_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/psenet/PSENet_ID0239_for_TensorFlow/) - [Hourglass_ID0155_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/Hourglass_ID0155_for_TensorFlow/) - [FCN_ID0179_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/fcn/FCN_ID0179_for_TensorFlow/) - [ATC_resnet50_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/resnet50/ATC_resnet50_caffe_AE/) - [VNECT_ID1094_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/VNECT_ID1094_for_TensorFlow/) - [ATC_siammask_tf](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/siammask/ATC_siammask_tf/) - [ATC_RCF_Caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/edge_detection/ATC_RCF_Caffe_AE/) - [Bertsquad_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/Bertsquad_for_TensorFlow/) - [ATC_DeRain_TensorFlow_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/DeRain/ATC_DeRain_TensorFlow_AE/) - [GNMT_ID0015_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/GNMT_ID0015_for_TensorFlow/) - [ATC_resnet10-SSD_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/facedetection/ATC_resnet10-SSD_caffe_AE/) - [IQN_ID1995_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/reinforcement_learning/iqn/IQN_ID1995_for_TensorFlow/) - [ATC_VGG16_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/classification_cat_dog/ATC_VGG16_tf_AE/) - [ATC_nasnet-a_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/nasnet-a/ATC_nasnet-a_tf_nkxiaolei/) - [ATC_hpa_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/hpa/ATC_hpa_caffe_AE/) - [I3D_ID0168_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/i3d/I3D_ID0168_for_TensorFlow/) - [ATC_count_person_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/crowdCount/ATC_count_person_caffe_AE/) - [ATC_ESPCN_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/super_resolution/ATC_ESPCN_caffe_AE/) - [BiLSTM_CRF_ID0125_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/BiLSTM_CRF_ID0125_for_TensorFlow/) - [UNet2D_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_segmentation/UNet2D_for_TensorFlow/) - [Yolov5_ID1720_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/Yolov5_ID1720_for_TensorFlow/) - [HRNet_ID0139_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/HRNet_ID0139_for_TensorFlow/) - [ATC_gesture_recognition_Caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/gesture_recognition/ATC_gesture_recognition_Caffe_AE/) - [Bert_Nv_Finetune_MPRC_ID1641_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/Bert_Nv_Finetune_MPRC_ID1641_for_TensorFlow/) - [FASPell_pretrain_ID1858_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/FASPell_pretrain_ID1858_for_TensorFlow/) - [ATC_bert_classification_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/nlp/bert_text_classification/ATC_bert_classification_tf_AE/) - [depthsupervisesenet_ID0200_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/depthsuperviseset/depthsupervisesenet_ID0200_for_TensorFlow/) - [ATC_yolo3_resnet18_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/yolov3_resnet18/ATC_yolo3_resnet18_tf_AE/) - [Bert_Google_finetune_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/Bert_Google_finetune_for_TensorFlow/) - [WaveGlow_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/WaveGlow_for_TensorFlow/) - [ATC_VDSR_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/super_resolution/ATC_VDSR_caffe_AE/) - [Efficientnet_Google_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/Efficientnet_Google_for_TensorFlow/) - [NASNet_ID0144_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/NASNet_ID0144_for_TensorFlow/) - [ATC_faster_rcnn_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/faster_rcnn/ATC_faster_rcnn_caffe_AE/) - [Darts_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/Darts_for_TensorFlow/) - [LeNet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/LeNet_for_TensorFlow/) - [ATC_squeezenet_hw_iranb](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/squeezenet/ATC_squeezenet_hw_iranb/) - [Deep_Speech_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/audio/Deep_Speech_for_TensorFlow/) - [ATC_efficientnet-b8_tf_hwwheel123](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/efficientnet-b8/ATC_efficientnet-b8_tf_hwwheel123/) - [ATC_wgan_hw_iranb](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/wgan/ATC_wgan_hw_iranb/) - [ATC_YOLOv4_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/yolov4/ATC_YOLOv4_tf_AE/) - [DQN_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/reinforcement_learning/DQN_for_TensorFlow/) - [Jasper_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/audio/Jasper_for_TensorFlow/) - [SRNTT-l2_ID0272_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/SRNTT-l2_ID0272_for_TensorFlow/) - [MiniGo_ID0629_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/MiniGo_ID0629_for_TensorFlow/) - [ATC_nasnet-a_tf_hwwheel123](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/nasnet-a/ATC_nasnet-a_tf_hwwheel123/) - [ATC_LaneDetection_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/ascbot/ATC_LaneDetection_caffe_AE/) - [ATC_noisystudent_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/noisystudent/ATC_noisystudent_tf_nkxiaolei/) - [ATC_retina-unet_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/vessel-segmentation/ATC_retina-unet_caffe_AE/) - [ATC_resnet18_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/resnet18/ATC_resnet18_caffe_AE/) - [Music_Auto_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/audio/Music_Auto_for_TensorFlow/) - [ResNet101_ID0361_for_TensorFlow2.X](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/ResNet101_ID0361_for_TensorFlow2.X/) - [ATC_shufflenetv2_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/shufflenetv2/ATC_shufflenetv2_tf_nkxiaolei/) - [Pix2Pix_ID1467_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_synthesis/Pix2Pix_ID1467_for_TensorFlow/) - [SSD-Resnet50V1-FPN_ID1463_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/SSD-Resnet50V1-FPN_ID1463_for_TensorFlow/) - [2Dattentionunet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_segmentation/2Dattentionunet_for_TensorFlow/) - [ATC_inceptionV2_tf_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/inceptionv2/ATC_inceptionV2_tf_AE/) - [ATC_wideresnet_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/wideresnet/ATC_wideresnet_tf_nkxiaolei/) - [ATC_CollisionAntiDrop_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/ascbot/ATC_CollisionAntiDrop_caffe_AE/) - [ATC_yolov3_caffe_AE](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/yolov3/ATC_yolov3_caffe_AE/) - [CRNN_Kernel_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/detection/CRNN_Kernel_for_TensorFlow/) - [BigGAN_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_synthesis/BigGAN_for_TensorFlow/) - [ATC_dhaa_hw_iranb](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/dhaa/ATC_dhaa_hw_iranb/) - [GPT-2_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/GPT-2_for_TensorFlow/) - [UNet_Medical_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_segmentation/UNet_Medical_for_TensorFlow/) - [DDPG_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/reinforcement_learning/DDPG_for_TensorFlow/) - [ATC_xception_tf_nkxiaolei](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/xception/ATC_xception_tf_nkxiaolei/) - PyTorch -Official - [Vgg19_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/cv/Vgg19_for_Pytorch/) - [MobileNetV2_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/cv/MobileNetV2_for_Pytorch/) - [TDNN_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/audio/TDNN_for_Pytorch/) - [Wide_ResNet50_2_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/cv/Wide_ResNet50_2_for_Pytorch/) - [Tacotron2_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/audio/Tacotron2_for_Pytorch/) - [InceptionV3_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/cv/InceptionV3_for_Pytorch/) - [DenseNet169_ID0454_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/DenseNet169_ID0454_for_Pytorch/) - [VilBert_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/nlp/VilBert_for_Pytorch/) - [I3D_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/cv/I3D_for_Pytorch/) - [STGCN_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/cv/STGCN_for_Pytorch/) - [TransformerXL_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/nlp/TransformerXL_for_Pytorch/) - [Shufflenetv2_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/cv/Shufflenetv2_for_Pytorch/) - [DB_ID0706_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/scene_text_detection/DB_ID0706_for_Pytorch/) - [WideResNet101_2_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Official/cv/image_classification/WideResNet101_2_for_Pytorch/) - [DenseNet161_ID0455_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/DenseNet161_ID0455_for_Pytorch/) - [Yolov3_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Official/cv/Yolov3_for_Pytorch/) -Research - [Vgg16_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Research/cv/Vgg16_for_Pytorch/) - [VGGNet_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Research/cv/image_classification/VGGNet_for_Pytorch/) - [FSAF_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_object_detection/FSAF_for_Pytorch/) - [Deepmar_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Research/cv/Deepmar_for_Pytorch/) - [Yolov5_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Research/cv/Yolov5_for_Pytorch/) - [PSENet_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Research/cv/PSENet_for_Pytorch/) - [Yolov4_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Research/cv/Yolov4_for_Pytorch/) - [ReID_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/ACL_PyTorch/Research/cv/classfication/ReID_for_Pytorch/) - [EfficientNet_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Research/cv/EfficientNet_for_Pytorch/) - [ResNeXt50_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Research/cv/ResNeXt50_for_Pytorch/) - [InceptionV4_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Research/cv/InceptionV4_for_Pytorch/) - [CRNN_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_PyTorch/Research/cv/CRNN_for_Pytorch/) - MindSpore -Benchmark - [openpose_MS_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Benchmark/cv/detection/openpose_MS_for_MindSpore/) - [NEZHA-Large_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Benchmark/nlp/NEZHA-Large_for_MindSpore/) -Official - [Openpose_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/Openpose_for_MindSpore/) - [ResNext50_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/ResNext50_for_MindSpore/) - [DeeplabV3_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_segmentation/DeeplabV3_for_MindSpore/) - [PSENet_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/PSENet_for_MindSpore/) - [SSD_MobileNetV2_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/SSD_MobileNetV2_for_MindSpore/) - [SSD_MobileNet_FPN_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/SSD_MobileNet_FPN_for_MindSpore/) - [MobileNetV2_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/MobileNetV2_for_MindSpore/) - [Bert-base_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/nlp/Bert-base_for_MindSpore/) - [AlexNet_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/AlexNet_for_MindSpore/) - [Mask_R_CNN_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_segmentation/Mask_R_CNN_for_MindSpore/) - [NEZHA_Large_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/nlp/NEZHA_Large_for_MindSpore/) - [TinyBERT_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/nlp/TinyBERT_for_MindSpore/) - [VGG16_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/VGG16_for_MindSpore/) - [GoogLeNet_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/GoogLeNet_for_MindSpore/) - [CenterFace_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/CenterFace_for_MindSpore/) - [Mask_rcnn_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_segmentation/Mask_rcnn_for_MindSpore/) - [Resnet101_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/Resnet101_for_MindSpore/) - [CNN&CTC_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/CNN&CTC_for_MindSpore/) - [ResNet50_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/ResNet50_for_MindSpore/) - [YOLOv4_Cspdarknet53_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/YOLOv4_Cspdarknet53_for_MindSpore/) - [SSD_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/SSD_for_MindSpore/) - [FasterRCNN_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/FasterRCNN_for_MindSpore/) - [LeNet_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/LeNet_for_MindSpore/) - [YoloV3_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/YoloV3_for_MindSpore/) - [Transformer_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/nlp/Transformer_for_MindSpore/) - [MaskRCNN_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/MaskRCNN_for_MindSpore/) - [UNet_Medical_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_segmentation/UNet_Medical_for_MindSpore/) - [DenseNet121_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/DenseNet121_for_MindSpore/) -Research - [Music_Genre_Classification_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/audio/Music_Genre_Classification_for_MindSpore/) - [FaceQualityAssessment_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/cv/image_classification/FaceQualityAssessment_for_MindSpore/) - [FaceRecognition_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/cv/detection/FaceRecognition_for_MindSpore/) - [DSCNN_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/nlp/DSCNN_for_MindSpore/) - [FaceAttribute_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/cv/image_classification/FaceAttribute_for_MindSpore/) - [Gnmt_v2_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/nlp/Gnmt_v2_for_MindSpore/) - [FaceDetection_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/cv/detection/FaceDetection_for_MindSpore/) - [FaceRecognitionForTracking_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/cv/image_classification/FaceRecognitionForTracking_for_MindSpore/) - ACL_TensorFlow -Official - [ShuffleNetv1_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/ShuffleNetv1_for_ACL/) - [PixelLink_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/PixelLink_for_ACL/) - [Resnet50_TF_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet50_TF_for_ACL/) - [BertTnews_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/nlp/BertTnews_for_ACL/) - [Vgg19_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Vgg19_for_ACL/) - [Resnet18_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet18_for_ACL/) - [2D_Attention_Unet_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/2D_Attention_Unet_for_ACL/) - [DenseNet121_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/DenseNet121_for_ACL/) - [MobileNetv1_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/MobileNetv1_for_ACL/) - [MobileNetv2_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/MobileNetv2_for_ACL/) - [OpenPose_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/OpenPose_for_ACL/) - [CRNN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/CRNN_for_ACL/) - [AlexNet_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/AlexNet_for_ACL/) - [Resnet50_HC_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet50_HC_for_ACL/) - [3DUNET_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/3DUNET_for_ACL/) - [Vgg16_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Vgg16_for_ACL/) - [CTPN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/CTPN_for_ACL/) - [DeepLabv3_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/DeepLabv3_for_ACL/) - [Resnet101_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet101_for_ACL/) - [Facenet_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Facenet_for_ACL/) - [EfficientNet_B0_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/EfficientNet_B0_for_ACL/) - [GoogleNet_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/GoogleNet_for_ACL/) - [YOLOv4_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/YOLOv4_for_ACL/) - [SSD_Resnet50_FPN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/SSD_Resnet50_FPN_for_ACL/) - [MobileNetv3_Large_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/MobileNetv3_Large_for_ACL/) - [Xception_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Xception_for_ACL/) - [Face_Resnet50_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Face_Resnet50_for_ACL/) - [ResNext50_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/ResNext50_for_ACL/) - [PSPnet101_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/PSPnet101_for_ACL/) - [Resnet34_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet34_for_ACL/) - [SSD-Resnet34_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/SSD-Resnet34_for_ACL/) - [Inceptionv4_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Inceptionv4_for_ACL/) - [ShuffleNetv2_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/ShuffleNetv2_for_ACL/) - [DeepLabv3_plus_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/DeepLabv3_plus_for_ACL/) - [JASPER_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/nlp/JASPER_for_ACL/) - [RetinaNet_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/RetinaNet_for_ACL/) - [SSDResnet34_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/SSDResnet34_for_ACL/) - [YOLOv3_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/YOLOv3_for_ACL/) - [Inceptionv3_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Inceptionv3_for_ACL/) -Research - [Transformer_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/Transformer_for_ACL/) - [BioBERT_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/BioBERT_for_ACL/) - [MaskRCNN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/cv/MaskRCNN_for_ACL/) - [EfficientNetB0_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/cv/EfficientNetB0_for_ACL/) - [ALBERT_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/ALBERT_for_ACL/) - [MTCNN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/cv/MTCNN_for_ACL/) - [BERT_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/BERT_for_ACL/) - [FasterRCNN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/cv/FasterRCNN_for_ACL/) - [Densenet-121_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/cv/Densenet-121_for_ACL/) - [RoBERTa_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/RoBERTa_for_ACL/) - [LSTM_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/LSTM_for_ACL/) - [GRU4Rec_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/GRU4Rec_for_ACL/) - [TDNN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/audio/TDNN_for_ACL/) - [Ecolite_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/cv/Ecolite_for_ACL/) - [ResCNN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/cv/ResCNN_for_ACL/) ## Disclaimers Ascend ModelZoo only provides scripts that downloads and preprocesses public datasets. We do not own these datasets and are not responsible for their quality or maintenance. Please make sure you have permission to use the dataset under the dataset’s license. The models trained on these dataset are for non-commercial research and educational purpose only. To dataset owners: we will remove or update all public content upon request if you don’t want your dataset included on Modelzoo, or wish to update it in any way. Please contact us through a Github/Gitee issue. Your understanding and contribution to this community is greatly appreciated. Ascend ModelZoo is Apache 2.0 licensed，Please see the LICENSE file.