![MindSporelogo](docs/MindSpore-logo.png "MindSpore logo") ============================================================ [查看中文](./README_CN.md) - [What Is MindSpore Hub](#what-is-mindspore-hub) - [Features](#features) - [Installation](#installation) - [Binaries](#binaries) - [Quickstart](#quickstart) - [Docs](#docs) - [Community](#community) - [Governance](#governance) - [Communication](#communication) - [Contributing](#contributing) - [Release Notes](#release-notes) - [License](#license) ## What is MindSpore Hub MindSpore Hub is a pre-trained model application tool of the MindSpore ecosystem, serving as a channel for model developers and application developers. - Provide model developers with a convenient and fast channel for model release and submission. - Provide application developers with high-quality pre-trained models, and complete the work of model migration to deployment quickly using model loading and fine-tuning APIs. Current pre-trained models in MindSpore Hub mainly cover four mainstream task scenarios including image classification, object detection, semantic segmentation and recommendation. You can check more models in [MindSpore Hub Website](#TODO). ## Features - **Flexible model loading**: Access and experience pre-trained models quickly by searching models of interest on MindSpore Hub Website. - **Easy-to-use transfer learning**: Achieve transfer learning in one step via MindSpore's flexbile interface. ## Installation ### Binaries Install MindSpore Hub using `pip` command. `hub` depends on the MindSpore version used in current environment. 1. Please download whl package from [MindSpore Hub download page](https://www.mindspore.cn/versions). ```shell script pip install #TODO ``` 2. Run the following command in a network-enabled environment to verify the installation. ```python import mindspore_hub as mshub model = mshub.load("mindspore/ascend/0.7/googlenet_v1_cifar10") ``` ## Quickstart See the [Quick Start](#TODO) to implement model loading and fine-tuning. ## Docs For more information about installation guide, tutorials and APIs, please check out the [User Documentation](#TODO). ## Community As one part of MindSpore community, the following information in MindSpore Hub including governance, communication and contributing is consistent with the content in MindSpore community. ### Governance Check out how MindSpore Open Governance [works](https://gitee.com/mindspore/community/blob/master/governance.md). ### Communication - [MindSpore Slack](https://join.slack.com/t/mindspore/shared_invite/zt-dgk65rli-3ex4xvS4wHX7UDmsQmfu8w) - Communication platform for developers. - IRC channel at `#mindspore` (only for meeting minutes logging purpose) - Video Conference:TBD - Mailing-list: ## Contributing Welcome contributions. See our [Contributor Wiki](CONTRIBUTING.md) for more details。 ## Release Notes The release notes, see our [RELEASE](RELEASE.md)。 ## License [Apache License 2.0](LICENSE)