Replace AutoImageProcessor with AutoVideoProcessor

Author: n3puiol

README.md

@@ -181,7 +181,7 @@ vjepa2_vit_giant_384 = torch.hub.load('facebookresearch/vjepa2', 'vjepa2_vit_gia
 You can also use our pretrained checkpoints on [Huggingface](https://huggingface.co/collections/facebook/v-jepa-2-6841bad8413014e185b497a6).
 
 ```python
-from transformers import AutoImageProcessor, AutoModel
+from transformers import AutoVideoProcessor, AutoModel
 
 hf_repo = "facebook/vjepa2-vitg-fpc64-256"
 # facebook/vjepa2-vitl-fpc64-256
@@ -191,7 +191,7 @@ hf_repo = "facebook/vjepa2-vitg-fpc64-256"
 
 
 model = AutoModel.from_pretrained(hf_repo)
-processor = AutoImageProcessor.from_pretrained(hf_repo)
+processor = AutoVideoProcessor.from_pretrained(hf_repo)
 ```
 
 #### Evaluation Attentive Probes