README.md · guweijie/modelzoo

# 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/)

## 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.

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