MindTorch例子

我们在这里列出了一些示例，但更多教程和应用程序可以在 MSAdapterModelZoo 中找到。

计算机视觉

  • Real-time Scene Text Detection with Differentiable Binarization. DBNet.

  • EAST is a simple yet powerful pipeline that yields fast and accurate text detection in natural scenes. EAST.

  • PQA-Net: Deep No Reference Point Cloud Quality Assessment via Multi-view Projection. PQA-Net.

  • ResNet (residual neural network) was proposed by Kaiming He and other four Chinese of Microsoft Research Institute. ResNet.

  • U-Net: Convolutional Networks for Biomedical Image Segmentation. U-Net2D.

  • Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks. Faster R-CNN.

  • MobileNetV2 is tuned to mobile phone CPUs through a combination of hardware- aware network architecture search (NAS) complemented by the NetAdapt algorithm and then subsequently improved through novel architecture advances. MobileNetV2.

自然语言

  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. BERT.

  • Improving Language Understandingby Generative Pre-Training. GPT.

推荐系统

  • DeepFM: A Factorization-Machine based Neural Network for CTR Prediction. DeepFM:.

分布式训练处理