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Failed loading TensorFlow.js model with bundleResourceIO for React Native
See original GitHub issueTensorFlow.js version
"@tensorflow/tfjs": "^1.7.4",
"@tensorflow/tfjs-react-native": "^0.3.0",
Describe the problem or feature request
I used Custom Vision to create a model. I exported this to TensorFlow.js for my React Native expo app.
// Get reference to bundled model assets
const modelJson = require('../assets/model/model.json');
const modelWeights = require('../assets/model/weights.bin');
// Use the bundleResourceIO IOHandler to load the model
const model = await tf.loadLayersModel(bundleResourceIO(modelJson, modelWeights));
I am getting at modelJson this message Argument type {modelTopology: {node: *, library: {}, versions: {}}, weightsManifest: *} is not assignable to parameter type io.ModelJSON
When i catch the error if says layer: Improper config format
Does anybody now how to fix this?
Issue Analytics
- State:
- Created 3 years ago
- Comments:6 (3 by maintainers)
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General help/advice questions are better suited to stack overflow. I’ll also leave a link to our tutorials page, having a good understanding of the concepts covered in the tutorials will be useful. There are also blog posts and other online resources describing how to do image classification in tfjs and using tfjs-react-native. Between those and the docs there should be something helpful.
Your model.json looks like a graph model, try using
tf.loadGraphModel.