Request for Model Access / Academic Research on Few-shot & Reasoning Segmentation (BIT)

#419
by AOVHO-DavidAn - opened

Dear SAM 3 Authors and Maintainers,

I am a master's graduate student from the School of Computer Science and Technology at Beijing Institute of Technology (BIT), working on computer vision and visual foundation models.

I would like to respectfully request access to the SAM 3 model checkpoints (facebook/sam3).

Research Purpose:
My current research focuses on exploring promptable segmentation under data-scarce and complex reasoning scenarios. Specifically, I plan to:

  1. Conduct research on Few-shot Semantic Segmentation and Reasoning Segmentation based on SAM 3's architecture.
  2. Evaluate and adapt SAM 3's open-vocabulary concept segmentation capabilities for complex prompt understanding and few-shot adaptation tasks.

Compliance & Usage:

  • The model checkpoints will be used strictly for non-commercial, academic research purposes.
  • I will adhere fully to Meta's SAM 3 License and research usage terms.

My previous request was unfortunately rejected, possibly due to incomplete profile information. I would be extremely grateful if you could kindly reconsider and grant access to my account.

Thank you very much for your time, consideration, and contribution to the open-source community!

Best regards,
Yukun An
School of Computer Science and Technology
Beijing Institute of Technology (BIT)
Email: 312024049954@bit.edu.cn

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