理解机 V0.3.0:重新设计模型创建语法

来源: 投稿
2023-03-29 13:43:00

以聊天形式生成创建模型的SQL(概念设计)

Please help me create a model called yolo, I want to use the yolov5 plugin for logo_detection purpose.

Well, where did you store the model?

I guess it is torchhub:///ultralytics/yolov5:v6.0/yolov5m.

Here is the SQL

CREATE MODEL yolo
USING yolov5
FOR logo_detection
LOCATION "torchhub:///ultralytics/yolov5:v6.0/yolov5m"

SQL语法重要变更

现在

CREATE [OR REPLACE] MODEL model_name
[USING liga_plugin_name]
[FOR model_type]
[LOCATION "uri"]
[OPTIONS (key1=value1,key2=value2,...)]
[RETURN dataType]

之前

CREATE [OR REPLACE] MODEL model_name
[FLAVOR flavor]
[MODEL_TYPE model_type]
[OPTIONS (key1=value1,key2=value2,...)]
USING "uri";

本次发布涉及以下PyPI包

  • liga==0.3.0
  • liga-sklearn==0.3.0: 理解机插件示例实现
  • liga-mlflow==0.3.0: 理解机模型注册系统示例集成

理解机是一个框架,如果想使用理解机,可以参考使用理解机Sklearn插件的Jupyter笔记本: https://gitee.com/komprenilo/liga/blob/main/README_SKLEARN.md

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