onnx-modifier/docs/todo_list.md

TODO

• add shape inference feature (mentioned in this issue)
• ensure the model is fully loaded before modify() is called.
  • otherwise NameError: name 'onnx_modifier' is not defined error will be invoked.
• support desktop application.
  • Windows
  • Linux
• support more flexible downloading schema
  • As this request notes, the current downloading schema prevents onnx-modifier from being deployed remotely as a service.
• support combine models.
• support user-defined input/output number when the type of node's input/output is list.
• slim the code.
  • because some .js files (like electron.js and even python.js) in the static folder and electron.html in templates folder are legacy of Netron and can be further slimmed.
• support adding model input/output node.
• fix issue that "extra model inputs" emerges after deleting nodes. issue#12
• support adding more complicated nodes (which has some simple parameters like reshape).

Some known reference issues/feature requests

• add node (experimentally supported)

  • (extend output's dim): https://github.com/onnx/onnx/issues/2709

  • add node (NMS): https://github.com/onnx/onnx/issues/2216

  • add node (add preprocess nodes): https://zhuanlan.zhihu.com/p/394395167

• combine models (not supported):

  • https://stackoverflow.com/questions/66178085/can-i-combine-two-onnx-graphs-together-passing-the-output-from-one-as-input-to

  • https://www.zhihu.com/people/kai-xin-zui-zhong-yao-76/posts

• modify attribute of nodes (supported)

  • topk: https://github.com/onnx/onnx/issues/2921

• remove layer (supported): https://github.com/onnx/onnx/issues/2638