Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

camenduru
/
robustsam-vit-huge

Mask Generation
Transformers
Safetensors
sam
Model card Files Files and versions
xet
Community

Instructions to use camenduru/robustsam-vit-huge with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use camenduru/robustsam-vit-huge with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("mask-generation", model="camenduru/robustsam-vit-huge")
    # Load model directly
    from transformers import AutoProcessor, AutoModelForMaskGeneration
    
    processor = AutoProcessor.from_pretrained("camenduru/robustsam-vit-huge")
    model = AutoModelForMaskGeneration.from_pretrained("camenduru/robustsam-vit-huge")
  • Notebooks
  • Google Colab
  • Kaggle
robustsam-vit-huge / figures
16.7 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
camenduru's picture
camenduru
thanks to jadechoghari ❤
44ca469 verified over 1 year ago
  • gif_output
    thanks to jadechoghari ❤ over 1 year ago
  • Computational requirements.PNG
    44.7 kB
    thanks to jadechoghari ❤ over 1 year ago
  • architecture.jpg
    2.54 MB
    xet
    thanks to jadechoghari ❤ over 1 year ago
  • architecture.pdf
    515 kB
    thanks to jadechoghari ❤ over 1 year ago
  • qualitative_result.PNG
    2.44 MB
    xet
    thanks to jadechoghari ❤ over 1 year ago
  • seen_dataset_with_synthetic_degradation.PNG
    70.3 kB
    thanks to jadechoghari ❤ over 1 year ago
  • unseen_dataset_with_real_degradation.PNG
    70.2 kB
    thanks to jadechoghari ❤ over 1 year ago
  • unseen_dataset_with_synthetic_degradation.PNG
    74.5 kB
    thanks to jadechoghari ❤ over 1 year ago