# modelzoo **Repository Path**: echo_lin/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**: 812 - **Created**: 2021-02-07 - **Last Updated**: 2021-02-07 ## 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) - [MaskRcnn_for_TensorFlow](https://gitee.com/ascend/modelzoo/tree/master/built-in/TensorFlow/Official/cv/detection/MaskRcnn_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) - PyTorch -Official - [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) - [EfficientNet_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/image_classification/EfficientNet_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) - [PSENet_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/cv/scene_text_detection/PSENet_for_PyTorch) - [GRU_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/nlp/GRU_for_PyTorch) - [LSTM_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/nlp/LSTM_for_PyTorch) - [Transformer_for_PyTorch](https://gitee.com/ascend/modelzoo/tree/master/built-in/PyTorch/Official/nlp/Transformer_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%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) - [GoogleNet_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/GoogleNet_for_ACL) - [Inceptionv4_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Inceptionv4_for_ACL) - [MobileNetv2_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/MobileNetv2_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) - [Vgg16_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/Vgg16_for_ACL) - [YOLOv3_for_ACL](https://gitee.com/ascend/modelzoo/tree/master/built-in/ACL_TensorFlow/Official/cv/YOLOv3_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) ## 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.