From c8c27f7e2acc2ed0a6e3691d32530b26af2d1cb5 Mon Sep 17 00:00:00 2001
From: Wenhao Chai <ReselfChai@Gmail.com>
Date: Wed, 27 Nov 2024 15:57:54 -0800
Subject: [PATCH] add FAQs section

---
 README.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/README.md b/README.md
index 5b29bf1..f535145 100644
--- a/README.md
+++ b/README.md
@@ -93,6 +93,11 @@ python scripts/demo.py --video_path <your_video.mp4> --txt_path <path_to_first_f
 python scripts/demo.py --video_path <your_frame_directory> --txt_path <path_to_first_frame_bbox.txt>
 ```
 
+## FAQs
+**Question 1:** Do SAMURAI need training? [issue 34](https://github.com/yangchris11/samurai/issues/34)
+
+**Answer 1:** Unlike real-life samurai, the proposed samurai do not require additional training. It is a zero-shot method, we directly use the weights from SAM 2.1 to conduct VOT experiments. Kalman filter is used to estimate the current and future state (bounding box location and scale in our case) of a moving object based on measurements over time, it is a common approach that had been adapt in the field of tracking for a long time which does not requires any training. Please refer to code for more detail.
+
 ## Acknowledgment
 
 SAMURAI is built on top of [SAM 2](https://github.com/facebookresearch/sam2?tab=readme-ov-file) by Meta FAIR.