mmdeploy

History

Li Zhang 2731b61abd [Fix] Add an option to flip webcam inputs for pose tracker demo (#1725 ) (cherry picked from commit `5de0ecfcaf`)		2023-02-07 21:12:44 +08:00
..
csharp	[Feature] Support feature map output for mmsegmentation (#1625 )	2023-02-07 21:04:20 +08:00
csrc	[Fix] Add an option to flip webcam inputs for pose tracker demo (#1725 )	2023-02-07 21:12:44 +08:00
java	Sync v0.7.0 to dev-1.x (#907 )	2022-08-19 09:30:13 +08:00
python	[Feature] Support feature map output for mmsegmentation (#1625 )	2023-02-07 21:04:20 +08:00
resources	update doc about codebase deployment (#1051 )	2022-09-24 18:05:24 +08:00
tutorials	[Enhancement]: add md link check github action (#1320 )	2022-12-08 16:13:51 +08:00
README.md	[Docs] Replace markdownlint with mdformat and configure myst-parser (#610 )	2022-06-17 09:19:10 +08:00
demo_rewrite.py	[Refactor] Refactor rewriter context for MMRazor (#1483 )	2022-12-13 19:03:56 +08:00

README.md

Demo

We provide a demo showing what our mmdeploy can do for general model deployment.

In demo_rewrite.py, a resnet18 model from torchvision is rewritten through mmdeploy tool. In our rewritten model, the forward function of resnet gets modified to only down sample the original input to 4x. Original onnx model of resnet18 and its rewritten are visualized through netron.

Prerequisite

Before we run demp_rewrite.py, we need to install pyppeteer through:

pip install pyppeteer

Demo results

The original resnet18 model and its modified one are visualized as follows. The left model is the original resnet18 while the right model is exported after rewritten.

Original resnet18	Rewritten model