How to use apple/deeplabv3-mobilevit-x-small with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-segmentation", model="apple/deeplabv3-mobilevit-x-small")
# pip install -U transformers accelerate # Load model directly from transformers import AutoImageProcessor, MobileViTForSemanticSegmentation processor = AutoImageProcessor.from_pretrained("apple/deeplabv3-mobilevit-x-small") model = MobileViTForSemanticSegmentation.from_pretrained("apple/deeplabv3-mobilevit-x-small", device_map="auto")
https://huggingface.co/apple/deeplabv3-mobilevit-x-small/resolve/main/MobileViT_DeepLabV3.mlpackage/Data/com.apple.CoreML/model.mlmodel
hf download hf://apple/deeplabv3-mobilevit-x-small/MobileViT_DeepLabV3.mlpackage/Data/com.apple.CoreML/model.mlmodel
curl -L -o model.mlmodel https://huggingface.co/apple/deeplabv3-mobilevit-x-small/resolve/main/MobileViT_DeepLabV3.mlpackage/Data/com.apple.CoreML/model.mlmodel
