[技术干货] MindSpore ModelZoo介绍

## 欢迎来到MindSpore ModelZoo 为了让开发者更好地体验MindSpore框架优势,我们将陆续增加更多的典型网络和相关预训练模型。如果您对ModelZoo有任何需求,请通过[Gitee](https://gitee.com/mindspore/mindspore/issues)或[MindSpore](https://bbs.huaweicloud.com/forum/forum-1076-1.html)与我们联系,我们将及时处理。 - 使用最新MindSpore API的SOTA模型 - MindSpore优势 - 官方维护和支持 ## 目录 - [官方](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official) - [计算机视觉](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - [图像分类](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - [GoogleNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/googlenet/README.md) - [ResNet-50[基准]](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet/README.md) - [ResNet50_Quant](https://gitee.com/mindspore/mindspore/blob/master/model_zoo/official/cv/resnet50_quant/README.md) - [ResNet-101](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnet/README.md) - [ResNeXt-50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/resnext50/README.md) - [VGG16](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/vgg16/README.md) - [AlexNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/alexnet/README.md) - [LeNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/lenet/README.md) - [LeNet_Quant](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/lenet_quant/Readme.md) - [MobileNetV2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv2/README.md) - [MobileNetV2_Quant](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv2_quant/Readme.md) - [MobileNetV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/mobilenetv3/Readme.md) - [InceptionV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/inceptionv3/README.md) - [InceptionV4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/inceptionv4/README.md) - [目标检测与分割](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - [DeepLabV3](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/deeplabv3/README.md) - [Faster R-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/faster_rcnn/README.md) - [YoloV3-DarkNet53](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_darknet53/README.md) - [YoloV3-ResNet18](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/yolov3_resnet18/README.md) - [Mask R-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/maskrcnn/README.md) - [U-Net](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/unet/README.md) - [SSD](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/ssd/README.md) - [Warp-CTC](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/warpctc/README.md) - [RetinaFace-ResNet50](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/retinaface_resnet50/README.md) - [关键点检测](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv) - [OpenPose](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/cv/openpose/README.md) - [自然语言处理](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp) - [BERT[基准]](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/bert/README.md) - [TinyBERT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/tinybert/README.md) - [GNMT V2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/gnmt_v2/README.md) - [FastText](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/fasttext/README.md) - [LSTM](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/lstm/README.md) - [MASS](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/mass/README.md) - [Transformer](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/nlp/transformer/README.md) - [推荐系统](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend) - [DeepFM](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/deepfm/README.md) - [Wide&Deep[基准]](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/recommend/wide_and_deep/README.md) - [图神经网络](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn) - [BGCF](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/bgcf/README.md) - [GAT](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/gat/README.md) - [GCN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/official/gnn/gcn//README.md) - [研究](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research) - [计算机视觉](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv) - [GhostNet_Quant](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/ghostnet_quant/Readme.md) - [SSD_GhostNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/ssd_ghostnet/README.md) - [TinyNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/tinynet/README.md) - [CycleGAN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/cycle_gan/README.md) - [人脸属性](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceAttribute/README.md) - [人脸检测](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceDetection/README.md) - [人脸图像质量评估](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceQualityAssessment/README.md) - [人脸识别跟踪](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceRecognitionForTracking/README.md) - [人脸识别](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/FaceRecognition/README.md) - [CenterNet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/cv/centernet/README.md) - [自然语言处理](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp) - [DS-CNN](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/nlp/dscnn/README.md) - [推荐系统](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/recommend) - [AutoDis](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/recommend/autodis/README.md) - [语音](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio) - [FCN-4](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/fcn-4/README.md) - [DeepSpeech2](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/deepspeech2/README.md) - [Wavenet](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/audio/wavenet/README.md) - [高性能计算](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc) - [GOMO](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc/ocean_model/README.md) - [分子动力学](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/research/hpc/molecular_dynamics/README.md) - [社区](https://gitee.com/mindspore/mindspore/tree/master/model_zoo/community) ## 公告 |日期|新闻| | ------------ | ------------------------------------------------------------ | | 2020年9月25日|支持[MindSpore v1.0.0](https://www.mindspore.cn/news/newschildren/en?id=262) | | 2020年9月1日|支持[MindSpore v0.7.0-beta](https://www.mindspore.cn/news/newschildren/en?id=246) | | 2020年7月31日|支持[MindSpore v0.6.0-beta](https://www.mindspore.cn/news/newschildren/en?id=237) | ## 免责声明 MindSpore仅提供下载和预处理公共数据集的脚本。我们不拥有这些数据集,也不对它们的质量负责或维护。请确保您具有在数据集许可下使用该数据集的权限。在这些数据集上训练的模型仅用于非商业研究和教学目的。 致数据集拥有者:如果您不希望将数据集包含在MindSpore中,或者希望以任何方式对其进行更新,我们将根据要求删除或更新所有公共内容。请通过GitHub或Gitee与我们联系。非常感谢您对这个社区的理解和贡献。 MindSpore已获得Apache 2.0许可,请参见LICENSE文件。 ## 许可证 [Apache 2.0许可证](https://gitee.com/mindspore/mindspore/blob/master/LICENSE) ## 更多详情,请参考原始链接介绍 https://gitee.com/mindspore/mindspore/tree/master/model_zoo