From 3cf3b6b6261ccaabd24b02822d3879ce4b31acee Mon Sep 17 00:00:00 2001 From: Cheng-Yen Yang Date: Sun, 17 Nov 2024 01:11:26 -0800 Subject: [PATCH] Add video and readme --- README.md | 34 +++++++++++++++++++++++++++++++--- assets/samurai_demo.mp4 | Bin 0 -> 13025620 bytes 2 files changed, 31 insertions(+), 3 deletions(-) create mode 100644 assets/samurai_demo.mp4 diff --git a/README.md b/README.md index 9aedf6f..75387f2 100644 --- a/README.md +++ b/README.md @@ -1,12 +1,40 @@ # 🌊 SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory -[[Arxiv]]()[[Raw Results]]() +[[Arxiv]]() [[Project Page]]() [[Raw Results]]() This repository is the official implementation of SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory -## Code & Installation -## Main Results +## Getting Started + +#### SAMURAI Installation + +SAM 2 needs to be installed first before use. The code requires `python>=3.10`, as well as `torch>=2.3.1` and `torchvision>=0.18.1`. Please follow the instructions [here](https://github.com/facebookresearch/sam2?tab=readme-ov-file) to install both PyTorch and TorchVision dependencies. You can install **the SAMURAI version** of SAM 2 on a GPU machine using: +``` +cd sam2 +pip install -e . +pip install -e ".[notebooks]" +``` + +Please see [INSTALL.md](https://github.com/facebookresearch/sam2/blob/main/INSTALL.md) from the original SAM 2 repository for FAQs on potential issues and solutions. + +``` +pip install requirements.txt +``` + +#### SAM 2.1 Checkpoint Download + +``` +cd checkpoints && \ +./download_ckpts.sh && \ +cd .. +``` + +#### Dataset Preparation + +#### Run SAMURAI + + ## Acknowledgment diff --git a/assets/samurai_demo.mp4 b/assets/samurai_demo.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..89fb9c2d26f4e3fcf190d9f75fc5b2dbcba82058 GIT binary patch literal 13025620 zcmYhi18^rz)Gr)klWefDt&MHlw*Ikg+qP{d8{4*R+s2pYz2AH5R?STR4*Q(bT{BbD zJwQM}_{NTIwq_1CRzN@?K>xKrCj-FQfZocMi5>_D2+G*r$OvdCIK#>i;P|6c0|Ea1 zU9lm2+Ih4p)|^bWg1<_1b?wT)!h}zaZ(w6@girqi?HTFm*zg(Yjp*5p*?$CLG(QTo z(sIJ0)J*vNDuO?nhDHWI0zn&FH%lX9M|=i4I!0;+ItIocrm3T&Ee9>Fi;D}5vzeih 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