DeepLab Demo
DeepLab Demo
This demo allows you to try out semantic segmentation on a couple of preset images using different base models.
Setup
Run yarn
in the root and ‘deeplab’ folder to install dependencies.
Run yarn build-npm
in the ‘deeplab’ folder.
Change the directory to the demo
folder:
cd deeplab/demo
Install dependencies:
yarn
Launch the development server watching the files for changes.
yarn watch
Warning: Running the Cityscapes model in the demo is resource-intensive and might crash your browser.
Development
If you are developing the model locally and want to test the changes in the demo, proceed as follows:
Change the directory to the deeplab
folder
cd deeplab
Install dependencies
yarn
Publish a local copy of deeplab
yarn publish-local
Change into the demo directory (deeplab/demo
) and install dependencies
cd demo
yarn
Link the package published from the publish step above
yarn link-local
Start the dev demo server
yarn watch
Note: To get future updates from the deeplab
source code, just run yarn publish-local
in the deeplab
folder again.