Update README.md

README.md

@@ -46,9 +46,9 @@ For an exemple of use check the demo web application [on github]() or [on hf spa
 
 The finetuned models available in this repository are based on following architecture: 
 
-- [MobileNetV2](timm/mobilenetv2_100.ra_in1k)
-- [MobileNetV3](timm/mobilenetv3_small_100.lamb_in1k) (small and large version)
-- [MobileViT v2](apple/mobilevitv2-1.0-imagenet1k-256)
+- [MobileNetV2](https://huggingface.co/timm/mobilenetv2_100.ra_in1k)
+- [MobileNetV3](https://huggingface.co/timm/mobilenetv3_small_100.lamb_in1k) (small and large version)
+- [MobileViT v2](https://huggingface.co/apple/mobilevitv2-1.0-imagenet1k-256)
 
 | Architecture | Validation Accuracy | Test Accuracy | F1 | Precision | Recall | AUC |
 |--------------|--------------------:|--------------:|---:|----------:|-------:|----:|