备忘

Onnx 和ncnn模型可视化

https://lutzroeder.github.io/netron/

 

 

Ncnn小核绑定

https://github.com/Tencent/ncnn/wiki/openmp-best-practice

 

 

tflite插件产生原因

https://medium.com/@asus4/tensorflow-lite-on-unity-4a134e43cbc6

 

 

Imagenet class labels

https://zhuanlan.zhihu.com/p/315368462

 

 口罩人脸数据集https://hyper.ai/datasets/20517

数据集大全

 https://zhuanlan.zhihu.com/p/25138563

https://blog.51cto.com/u_14439393/5746559

 

模型格式转换链接

https://convertmodel.com/?tdsourcetag=s_pctim_aiomsg

 

Shufflenetv2 PyTorch model 

https://pytorch.org/vision/main/models/shufflenetv2.html

 

shufflenetv2_x1_5 

https://github.com/megvii-model/ShuffleNet-Series

 

Mobilenetv3 small

https://pytorch.org/vision/main/models/generated/torchvision.models.mobilenet_v3_small.html#torchvision.models.mobilenet_v3_small

 

onnx 提供模型

https://github.com/onnx/models/tree/main/vision/classification

 

ONNXRuntime和ONNX版本对应关系

https://blog.csdn.net/shiwanghualuo/article/details/125183767

 

torch与torchvision版本对应关系

https://blog.csdn.net/weixin_43301333/article/details/128060203

 

 

pplnn框架，arm架构各模型测速

https://github.com/openppl-public/ppl.nn/blob/master/docs/cn/arm-doc/benchmark_tool.md

 

tnn框架（腾讯，ncnn框架基础上的）各模型测速

https://github.com/Tencent/TNN/blob/master/doc/benchmark_data.md