# modelzoo

**Repository Path**: forechoni/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**: 0
- **Forks**: 806
- **Created**: 2021-08-06
- **Last Updated**: 2021-08-09

## 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
	
	- [Bert-base_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Benchmark/nlp/Bert-base_for_TensorFlow)
	- [Nezha-large_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Benchmark/nlp/Nezha-large_for_TensorFlow)
	
	 -Official
		
	- [WaveGlow_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/audio/WaveGlow_for_TensorFlow)
	- [SSD-Resnet34_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/detection/SSD-Resnet34_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)
	- [DenseNet121_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/DenseNet121_for_TensorFlow)
	- [EfficientNet_B0_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/EfficientNet_B0_for_TensorFlow)
	- [GoogleNet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/GoogleNet_for_TensorFlow)
	- [InceptionV4_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/InceptionV4_for_TensorFlow)
	- [MobileNetV2_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/MobileNetV2_for_TensorFlow)
	- [ResNet101_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNet101_for_TensorFlow)
	- [ResNet50_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNet50_for_TensorFlow)
	- [ResNext50_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResNext50_for_TensorFlow)
	- [ResnetVariant_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/ResnetVariant_for_TensorFlow)
	- [VGG16_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_classification/VGG16_for_TensorFlow)
	- [DeeplabV3_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_segmentation/DeeplabV3_for_TensorFlow)
	- [UNet_Industrial_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/image_segmentation/UNet_Industrial_for_TensorFlow)
	- [BertTnews_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/BertTnews_for_TensorFlow)
	- [Transformer_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/Transformer_for_TensorFlow)
    - [tacotron2_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/audio/tacotron2_for_TensorFlow)
    - [FasterRcnn_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/detection/FasterRcnn_for_TensorFlow)
    - [EDVR_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/Video_enhancement/EDVR_for_TensorFlow)
    - [GNMT_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/nlp/GNMT_for_TensorFlow)
    - [CTPN_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/detection/CTPN_for_TensorFlow)
    - [CRNN_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/detection/CRNN_for_TensorFlow)
            
	 -Research 
		
	- [BigGAN_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image__synthesis/BigGAN_for_TensorFlow)
	- [Cars_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/Cars_for_TensorFlow)
	- [Darts_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/cv/image_classification/Darts_for_TensorFlow)
	- [GraphSAGE_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/gnn/GraphSAGE_for_TensorFlow)
	- [Yuefu_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/nlp/Yuefu_for_TensorFlow)
	- [DeepFM_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/recommendation/DeepFM_for_TensorFlow)
	- [Wide&Deep_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/recommendation/Wide&Deep_for_TensorFlow)
	- [DDPG_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/reinforcement-learning/DDPG_for_TensorFlow)
	- [DQN_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/reinforcement-learning/DQN_for_TensorFlow)
	- [MUZERO_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/reinforcement-learning/MUZERO_for_TensorFlow)
	- [PPO_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/reinforcement-learning/PPO_for_TensorFlow)
	- [QMIX_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/reinforcement-learning/QMIX_for_TensorFlow)
	- [Jasper_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Research/audio/Jasper_for_TensorFlow)
	- [MobileNetv3_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/mobilenetv3-large/mobilenetv3-large_tf_backseason)
	- [PWCNet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/pwcnet/PWCNet_tf_wosaisai)
	- [Bi-GRU_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/nlp/bigru/bigru_tf_wonderseen)
	- [ALBERT_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/nlp/albert/ALBERT_tf_gehuibin)
	- [WideResnet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/wideresnet/wideresnet_tf_xiaoqiqi)
	- [Resnet152_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/resnet152/resnet152_tf_xiaoqiqiya)
	- [Xception_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/xception/xception_tf_xiaoqiqiya)
	- [Doubleunet_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/doubleunet/doubleunet_tf_hw34064571)
	- [DeepLabv2_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/deeplabv2/deeplabv2_tf_zjw374)
	- [ShuffleNet_V1_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/shufflenetv1/shufflenetv1_tf_zjw375)
	- [ShuffleNet_V2_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/shufflenetv2/shufflenetv2_tf_uestclzx)
	- [I-AutoRec_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/recommendation/i-autorec/i-autorec_tf_hw517456128)
	- [GAT_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/graph/gat/gat_tf_hw517456128)
	- [TextING_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/nlp/texting/texting_tf_hw517456128)
	- [DeblurGAN_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/deblur_gan/deblurgan_tf_jianghao)
	- [ESRGAN_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/contrib/TensorFlow/Research/cv/esrgan/esrgan_tf_jianghao)

- PyTorch
- built-in
    - Official
		- [3D_ResNet_ID0421_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/3D_ResNet_ID0421_for_PyTorch)
		- [CRNN_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/CRNN_for_PyTorch)
		- [DeepMar_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/DeepMar_for_PyTorch)
		- [Densenet121_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/Densenet121_for_PyTorch)
		- [DenseNet161_ID0455_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/DenseNet161_ID0455_for_Pytorch)
		- [DenseNet169_ID0454_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/DenseNet169_ID0454_for_Pytorch)
		- [DenseNet201_ID0453_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/DenseNet201_ID0453_for_Pytorch)
		- [EfficientNet_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/EfficientNet_for_PyTorch)
		- [FaceNet_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/FaceNet_for_PyTorch)
		- [Gluon_ResNet50_v1b_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/Gluon_ResNet50_v1b_for_PyTorch)
		- [Gluon_ResNet50_v1c_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/Gluon_ResNet50_v1c_for_PyTorch)
		- [Gluon_ResNet50_v1d_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/Gluon_ResNet50_v1d_for_PyTorch)
		- [Googlenet_ID0447_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/Googlenet_ID0447_for_PyTorch)
		- [MobileNetV1_ID0094_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/MobileNetV1_ID0094_for_PyTorch)
		- [MobileNetV2_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/MobileNetV2_for_PyTorch)
		- [ResNet50_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/ResNet50_for_PyTorch)
		- [Shufflenetv2_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/Shufflenetv2_for_PyTorch)
		- [Faster_Mask_RCNN_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_object_detection/Faster_Mask_RCNN_for_PyTorch)
		- [Faster_Mask_RCNN_for_PyTorch_Dynamic_Shape](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_object_detection/Faster_Mask_RCNN_for_PyTorch_Dynamic_Shape)
		- [RetinaNet_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_object_detection/RetinaNet_for_PyTorch)
		- [RFCN_ID0418_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_object_detection/RFCN_ID0418_for_PyTorch)
		- [YoloV3_ID1790_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_object_detection/YoloV3_ID1790_for_PyTorch)
		- [YOLOV4_ID0396_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_object_detection/YOLOV4_ID0396_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)
		- [PSENet_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/scene_text_detection/PSENet_for_PyTorch)
		- [Attention_R2U_Net_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/semantic_segmentation/Attention_R2U_Net_for_PyTorch)
		- [AttU_Net_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/semantic_segmentation/AttU_Net_for_PyTorch)
		- [DeepLabv3+_ID1695_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/semantic_segmentation/DeepLabv3+_ID1695_for_PyTorch)
		- [R2U_Net_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/semantic_segmentation/R2U_Net_for_PyTorch)
		- [Bert-Squad_ID0470_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/nlp/./Bert-Squad_ID0470_for_PyTorch)
		- [CPM_Finetune_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/nlp/./CPM_Finetune_for_PyTorch)
		- [GRU_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/nlp/./GRU_for_PyTorch)
		- [LSTM_ID0468_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/nlp/./LSTM_ID0468_for_PyTorch)
		- [Transformer_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/nlp/./Transformer_for_PyTorch)
		- [DCN_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/recommendation/./DCN_for_PyTorch)
		- [DeepFM_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/recommendation/./DeepFM_for_PyTorch)
		- [WDL_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/recommendation/./WDL_for_PyTorch)
- contrib
    - Official
        - [DPN-131_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Official/cv/image_classification/DPN-131_for_PyTorch)
        - [HRNet_ID1780_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Official/cv/image_classification/HRNet_ID1780_for_PyTorch)
        - [InceptionResNetV2_ID1779_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Official/cv/image_classification/InceptionResNetV2_ID1779_for_PyTorch)
        - [MnasNet](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Official/cv/image_classification/MnasNet)
        - [SPNASNet_100_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Official/cv/image_classification/SPNASNet_100_for_PyTorch)
        - [WideResNet101_2_for_Pytorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Official/cv/image_classification/WideResNet101_2_for_Pytorch)
        - [WideResNet50_2_ID1627_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Official/cv/image_classification/WideResNet50_2_ID1627_for_PyTorch)
        - [Xception_ID1777_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Official/cv/image_classification/Xception_ID1777_for_PyTorch)
        - [ICNet_ID1781_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Official/cv/instance_segmentation/ICNet_ID1781_for_PyTorch)
    - Research
        - [AlexNet](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/AlexNet)
        - [csp_resnext50-mish](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/csp_resnext50-mish)
        - [DnCNN](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/DnCNN)
        - [EfficientNet-B3](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/EfficientNet-B3)
        - [EfficientNet-B5_ID1621_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/EfficientNet-B5_ID1621_for_PyTorch)
        - [GhostNet](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/GhostNet)
        - [GoogleNet_ID1623_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/GoogleNet_ID1623_for_PyTorch)
        - [Inception-ResNet-V2](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/Inception-ResNet-V2)
        - [InceptionV3_ID1596_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/InceptionV3_ID1596_for_PyTorch)
        - [InceptionV4_ID1778_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/InceptionV4_ID1778_for_PyTorch)
        - [MnasNet](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/MnasNet)
        - [MobileNetV1](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/MobileNet)
        - [MobileNetV3_large_100_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/MobileNetV3_large_100_for_PyTorch)
        - [Res2Net101_v1b](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/Res2Net101_v1b)
        - [ResNet101_ID1595_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/ResNet101_ID1595_for_PyTorch)
        - [ResNet152](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/ResNet152)
        - [ResNet18_ID1593_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/ResNet18_ID1593_for_PyTorch)
        - [ResNet34_ID1594_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/ResNet34_ID1594_for_PyTorch)
        - [ResNeXt-50-32x4d_ID1624_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/ResNeXt-50-32x4d_ID1624_for_PyTorch)
        - [ResNeXt101_32x8d_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/ResNeXt101_32x8d_for_PyTorch)
        - [SE-ResNet-50](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/SE-ResNet-50)
        - [Se-ResNext-50-32x4d](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/Se-ResNext-50-32x4d)
        - [SENet154](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/SENet154)
        - [ShuffleNetV1_ID1625_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/ShuffleNetV1_ID1625_for_PyTorch)
        - [ShuffleNetV2Plus_ID1626_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/ShuffleNetV2Plus_ID1626_for_PyTorch)
        - [SkresNet50](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/SkresNet50)
        - [Vgg16_ID1630_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/Vgg16_ID1630_for_PyTorch)
        - [Vgg19_ID1631_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/Vgg19_ID1631_for_PyTorch)
        - [Xception](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_classification/Xception)
        - [FCOS](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_object_detection/FCOS)
        - [FSAF](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_object_detection/FSAF)
        - [RetinaNet](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_object_detection/RetinaNet)
        - [SSD](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_object_detection/SSD)
        - [YOLO_V3](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/image_object_detection/YOLO_V3)
        - [UNet](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/instance_segmentation/UNet)
        - [AlphaPose](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/pose_estimation/AlphaPose)
        - [DeepPose](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/pose_estimation/DeepPose)
        - [Hourglass](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/pose_estimation/Hourglass)
        - [ST-GCN](https://gitee.com/ascend/modelzoo/tree/master/contrib/PyTorch/Research/cv/pose_estimation/ST-GCN)

- 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%20for%20MindSpore)
	
	 -Official
		
	- [CenterFace_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/CenterFace_for_MindSpore)
	- [FasterRCNN_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/FasterRCNN_for_MindSpore)
	- [Openpose_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/Openpose_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)
	- [YOLOv4_Cspdarknet53_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/YOLOv4_Cspdarknet53_for_MindSpore)
	- [YoloV3_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/detection/YoloV3_for_MindSpore)
	- [AlexNet_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/AlexNet_for_MindSpore)
	- [CNN&CTC_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/CNN&CTC_for_MindSpore)
	- [DenseNet121_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/DenseNet121_for_MindSpore)
	- [GoogLeNet_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/GoogLeNet_for_MindSpore)
	- [InceptionV4_for_MinSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/InceptionV4_for_MinSpore)
	- [LeNet_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/LeNet_for_MindSpore)
	- [MobileNetV2_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/MobileNetV2_for_MindSpore)
	- [ResNet50_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/ResNet50_for_MindSpore)
	- [ResNext50_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/ResNext50_for_MindSpore)
	- [Resnet101_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/Resnet101_for_MindSpore)
	- [VGG16_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_classification/VGG16_for_MindSpore)
	- [DeeplabV3_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_segmentation/DeeplabV3_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)
	- [Mask_rcnn_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_segmentation/Mask_rcnn_for_MindSpore)
	- [UNet_Medical_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/cv/image_segmentation/UNet_Medical_for_MindSpore)
	- [Bert-base_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/nlp/Bert-base_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)
	- [Transformer_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/nlp/Transformer_for_MindSpore)
	- [DeepFM_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/recommendation/DeepFM_for_MindSpore)
	- [NCF for MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/recommendation/NCF_for_MindSpore)
	- [Wide_Deep_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Official/recommendation/Wide_Deep_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)
    - [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/image_classification/FaceDetection_for_MindSpore)
	- [FaceRecognition_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/cv/detection/FaceRecognition_for_MindSpore)
	- [FaceAttribute_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/cv/image_classification/FaceAttribute_for_MindSpore)
	- [FaceQualityAssessment_for_MindSpore](https://gitee.com/ascend/modelzoo/tree/master/built-in/MindSpore/Research/cv/image_classification/FaceQualityAssessment_for_MindSpore)
	- [FaceRecognitionForTracking_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)
	
- ACL	

	-ACL_TensorFlow

    -Official

	- [AlexNet_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/AlexNet_for_ACL)
	- [CRNN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/CRNN_for_ACL)
	- [DeepLabv3_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/DeepLabv3_for_ACL)
	- [DeepLabv3+_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/DeepLabv3_plus_for_ACL)
	- [DenseNet121_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/DenseNet121_for_ACL)
	- [EfficientNet_B0_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/EfficientNet_B0_for_ACL)
	- [Face_Resnet50_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Face_Resnet50_for_ACL)
	- [Facenet_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Facenet_for_ACL)	
	- [GoogleNet_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/GoogleNet_for_ACL)
	- [Inceptionv3_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Inceptionv3_for_ACL)
 	- [Inceptionv4_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Inceptionv4_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)
	- [MobileNetv3_Large_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/MobileNetv3_Large_for_ACL)
	- [OpenPose_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/OpenPose_for_ACL)
	- [ResNext50_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet101_for_ACL)
	- [Resnet101_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet101_for_ACL)
	- [Resnet50_HC_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet50_HC_for_ACL)
	- [Resnet50_TF_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet50_TF_for_ACL)
	- [Resnet18_TF_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet18_TF_for_ACL)
	- [Resnet34_TF_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Resnet34_TF_for_ACL)
	- [RetinaNet_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/RetinaNet_for_ACL)
	- [SSD-Resnet34_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/SSD-Resnet34_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)
	- [ShuffleNetv1_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/ShuffleNetv1_for_ACL)
	- [ShuffleNetv2_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/ShuffleNetv2_for_ACL)
	- [Vgg16_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Vgg16_for_ACL)
	- [Vgg19_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Vgg19_for_ACL)
	- [Xception_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Xception_for_ACL)
	- [YOLOv3_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/YOLOv3_for_ACL)
	- [YOLOv4_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/YOLOv4_for_ACL)
	- [BertTnews_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/nlp/BertTnews_for_ACL)
	- [JASPER_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/nlp/JASPER_for_ACL)
	- [WideDeep_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/recommendation/WideDeep_for_ACL)
		
    -Research

	- [FasterRCNN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/cv/FasterRCNN_for_ACL)
	- [MTCNN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/cv/MTCNN_for_ACL)
	- [MaskRCNN_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/cv/MaskRCNN_for_ACL)
	- [ALBERT_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/ALBERT_for_ACL)
	- [BERT_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/BERT_for_ACL)
	- [BioBERT_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/BioBERT_for_ACL)
	- [RoBERTa_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/RoBERTa_for_ACL)
	- [Transformer_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Research/nlp/Transformer_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.