Main with revert of #1945 and #1961

tracel-ai · Jul 5, 2024 · 9e976d9 · 9e976d9
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diff --git a/README.md b/README.md
@@ -546,7 +546,7 @@ Additional examples:
 - [Custom Renderer](./examples/custom-renderer) : Implements a custom renderer to display the
   [`Learner`](./building-blocks/learner.md) progress.
 - [Simple CubeCL Kernel](./examples/gelu) : Implements a simple GELU kernel with `CubeCL`.
-- [Image Classificaiton Web](./examples/image-classification-web) : Image classification web browser
+- [Image Classification Web](./examples/image-classification-web) : Image classification web browser
   demo using Burn, WGPU and WebAssembly.
 - [MNIST Inference on Web](./examples/mnist-inference-web) : An interactive MNIST inference demo in
   the browser. The demo is available [online](https://burn.dev/demo/).

diff --git a/burn-book/src/examples.md b/burn-book/src/examples.md
@@ -78,7 +78,7 @@ The following additional examples are currently available if you want to check t
 | [Custom Image Dataset](https://github.com/tracel-ai/burn/tree/main/examples/custom-image-dataset)         | Trains a simple CNN on custom image dataset following a simple folder structure.                                                                                                             |
 | [Custom Renderer](https://github.com/tracel-ai/burn/tree/main/examples/custom-renderer)                   | Implements a custom renderer to display the [`Learner`](./building-blocks/learner.md) progress.                                                                                              |
 | [Simple CubeCL Kernel](https://github.com/tracel-ai/burn/tree/main/examples/gelu)                         | Implements a simple GELU kernel with `CubeCL`.                                                                                                                                               |
-| [Image Classificaiton Web](https://github.com/tracel-ai/burn/tree/main/examples/image-classification-web) | Image classification web browser demo using Burn, WGPU and WebAssembly.                                                                                                                      |
+| [Image Classification Web](https://github.com/tracel-ai/burn/tree/main/examples/image-classification-web) | Image classification web browser demo using Burn, WGPU and WebAssembly.                                                                                                                      |
 | [MNIST Inference on Web](https://github.com/tracel-ai/burn/tree/main/examples/mnist-inference-web)        | An interactive MNIST inference demo in the browser. The demo is available [online](https://burn.dev/demo/).                                                                                  |
 | [MNIST Training](https://github.com/tracel-ai/burn/tree/main/examples/mnist)                              | Demonstrates how to train a custom [`Module`](./building-blocks/module.md) (MLP) with the [`Learner`](./building-blocks/learner.md) configured to log metrics and keep training checkpoints. |
 | [Named Tensor](https://github.com/tracel-ai/burn/tree/main/examples/named-tensor)                         | Performs operations with the experimental `NamedTensor` feature.                                                                                                                             |