Instructions to use facebook/sam3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use facebook/sam3 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("mask-generation", model="facebook/sam3")# Load model directly from transformers import AutoProcessor, AutoModel processor = AutoProcessor.from_pretrained("facebook/sam3") model = AutoModel.from_pretrained("facebook/sam3", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Reconsideration Request for Access to facebook/sam3 Repository β Academic Research on Remote Sensing Image Segmentation
Dear Meta SAM 3 Team,
I am writing to respectfully request reconsideration of my access request for the facebook/sam3 repository on Hugging Face.
I am a researcher working in computer vision and remote sensing image analysis. I plan to use SAM 3 solely for non-commercial academic research. Specifically, my research aims to fine-tune SAM 3 on the WUSU remote sensing dataset for multi-class land-cover segmentation and evaluate its cross-domain generalization on the SpaceNet 7 dataset, with particular attention to building segmentation.
The model and checkpoint would be used only for research experiments, academic evaluation, and potential scholarly publication. I will comply fully with the applicable model license, usage restrictions, attribution requirements, and responsible AI practices. I will not redistribute the model weights or use them for commercial, surveillance, or other restricted purposes.
My previous access request was rejected, but I am unsure whether sufficient information about my academic affiliation and intended research use was included. I would be very grateful if you could review my request again or advise whether I should provide any additional information, such as my institutional affiliation, research profile, or project description.
Thank you very much for your time and consideration.
Best regards,
Master candidate
Mingjiang University
Hugging Face username: hehongteng