I want to build an react native app with the use of posenet. A requirement is, that it works offline.
so the examples work fine. when i do:
import * as posenet from '@tensorflow-models/posenet' this.model = await posenet.load();
so what i did next is converting the model to one weigth file and load the model locally with:
const modelJson = require('./assets/model/original/model-stride32.json'); const modelWeights = require('./assets/model/original/weigth.bin'); this.model = await tf.loadGraphModel( bundleResourceIO(modelJson, modelWeights) );
so what i want to do next is to run something like this:
const predictions = await this.model.estimateSinglePose(imageTensor)
but of course this doesn’t work because the model doesn’t know the function.
i know i can instanciate the model by using something like this:
const checkpointLoader = new posenet.CheckpointLoader(checkpoint.url); const variables = await checkpointLoader.getAllVariables(); const model = new posenet.MobileNet(variables, checkpoint.architecture);
but the checkpoint loader needs an url. i want to use the local files.
does anyone has a hint for me how to use posenet without rewriting the whole node-module?
thx in advance