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Friendly machine learning for the web! ๐Ÿค–

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We convert an `HTMLVideoElement` to a tensor using TensorFlow's `tf.browser.fromPixels`. This function looks at the intrinsic size of the video using `videoWidth` and `videoHeight` rather than looking at the current...

devops

Dear ml5 community, I'm submitting a new issue. Please see the details below. ### โ†’ Step 1: Describe the issue ๐Ÿ“ > Did you find a bug? Want to suggest...

help wanted
feature request
browser support
yolo

## Nature of issue? - [* ] New feature request *** ## Details about the Bug: To improve the inference performance and support larger input image for style transfer, I...

feature request
style-transfer

Hi, I'm trying to test an example from the example page. But I'm unable to get this working. ![Screen Shot 2020-12-16 at 10 21 03 AM](https://user-images.githubusercontent.com/6031569/102329802-1cbab680-3f89-11eb-8b88-74da6ef5c77d.png)

bug
examples
style-transfer

### Setup - **Web browser & version**: Chrome 85.0.4183.83 - **Operating System**: macOS 10.15.6 - **ml5 version you're using**: 0.5 - **Any additional notes**: use in Next.js project ###Issue: Similar...

bug
style-transfer

Bumps [semantic-release](https://github.com/semantic-release/semantic-release) from 17.4.7 to 19.0.3. Release notes Sourced from semantic-release's releases. v19.0.3 19.0.3 (2022-06-09) Bug Fixes log-repo: use the original form of the repo url to remove the need...

dependencies

Introduces a level of abstraction for the "task" of the neural network: `getTask.ts` - Define an interface `NNTask` which specifies what information a task needs to provide: - Its default...

neural-network

The NeuralNetwork supports a `noTraining` option which is used in some of the NeuroEvolution examples to initialize a "brain" with dummy weights. This option does not appear anywhere in our...

bug
neural-network

Fixes #1343 * Change typo `this.createMetadata` to `this.createMetaData`. --- Cleanup * Remove all callback arguments from the methods of internal classes `NeuralNetwork` and `NeuralNetworkData` and use async methods instead. The...

neural-network

Extends some others PRs which should be merged first: #1407 #1388 This is primarily a cleanup of the internal workings of the NeuralNetworkData class. Step 2 of many. * Move...

neural-network