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README.md

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 # FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization
 
+Image Classification.
+
+![Image Classification](FastViT_2x.png)
+
 Please observe [original license](https://github.com/apple/ml-fastvit/blob/8af5928238cab99c45f64fc3e4e7b1516b8224ba/LICENSE).
 
 ## Model Details
@@ -33,7 +37,7 @@ Please observe [original license](https://github.com/apple/ml-fastvit/blob/8af59
 | [T8](https://huggingface.co/apple/FastViTT8F16.mlpackage)     |      3.6M  |       7.8 | Float16          | Float16        |  -0.9%        |
 | [MA36](https://huggingface.co/apple/FastViTMA36F16.mlpackage) |      42.7M |        84 | Float16          | Float16        | -0.06%        |
 
-## Evaluaition - Inference time
+## Evaluation - Inference time
 
 | Variant | Device               | OS   | Inference time (ms) | Dominant compute unit |
 | ------- | -------------------- | ---- | ------------------: | --------------------- |