RDK相关资源:
镜像链接:Index of /downloads/os_images/ (sunrisepi.tech)-
镜像烧录工具balenaEtcher:balenaEtcher - Flash OS images to SD cards & USB drives
算法工具链SDK源码包:
Docker仓库地址(GPU): https://hub.docker.com/r/openexplorer/ai_toolchain_ubuntu_20_xj3_gpu-
Docker仓库地址(CPU):https://hub.docker.com/r/openexplorer/ai_toolchain_ubuntu_20_xj3_cpu
公共数据集:
VOC:http://host.robots.ox.ac.uk/pascal/VOC/ (使用VOC2012版本)-
COCO:https://cocodataset.org/#download-
ImageNet:https://www.image-net.org/download.php-
Cityscapes:https://github.com/mcordts/cityscapesScripts
模型转化方案:-
- Pytorch2Onnx:PytTorch官方API支持直接将模型导出为ONNX模型
- 参考链接: https://pytorch.org/tutorials/advanced/super_resolution_with_onnxruntime.html
- Tensorflow2Onnx:基于ONNX社区的onnx/tensorflow-onnx 进行转换
- 参考链接: https://github.com/onnx/tensorflow-onnx
- MXNet2Onnx:MXNet官方API支持直接将模型导出为ONNX模型
- 参考链接: https://github.com/dotnet/machinelearning/blob/master/test/Microsoft.ML.Tests/OnnxConversionTest.cs
- 更多框架的ONNX转换支持
- 参考链接: https://github.com/onnx/tutorials#converting-to-onnx-format。