From 231d213c58fcf1099dab0615a50dab273b6f040a Mon Sep 17 00:00:00 2001 From: rentainhe <596106517@qq.com> Date: Tue, 6 Aug 2024 17:11:55 +0800 Subject: [PATCH] support custom video input and tracking --- README.md | 21 ++ assets/hippopotamus.mp4 | Bin 0 -> 13590598 bytes ...m2_tracking_demo_with_video_input_gd1.5.py | 212 ++++++++++++++++++ 3 files changed, 233 insertions(+) create mode 100644 assets/hippopotamus.mp4 create mode 100644 grounded_sam2_tracking_demo_with_video_input_gd1.5.py diff --git a/README.md b/README.md index b95bb4c..84e8e15 100644 --- a/README.md +++ b/README.md @@ -123,6 +123,27 @@ We've also support video object tracking demo based on our stronger `Grounding D python grounded_sam2_tracking_demo_with_gd1.5.py ``` +### Grounded-SAM-2 Video Object Tracking Demo with Custom Video Input (with Grounding DINO 1.5 & 1.6) + +Users can upload their own video file (e.g. `assets/hippopotamus.mp4`) and specify their custom text prompts for grounding and tracking with the following scripts: + +```bash +python grounded_sam2_tracking_demo_with_video_input_gd1.5.py +``` + +You can specify the params in this file: + +```python +VIDEO_PATH = "./assets/hippopotamus.mp4" +TEXT_PROMPT = "hippopotamus." +OUTPUT_VIDEO_PATH = "./hippopotamus_tracking_demo.mp4" +``` + +And we will automatically save the tracking visualization results in `OUTPUT_VIDEO_PATH`. + +> [!WARNING] +> We initilize the box prompts on the first frame of the input video. If you want to start from different frame, you can refine `ann_frame_idx` by yourself in our code. + ### Citation If you find this project helpful for your research, please consider citing the following BibTeX entry. diff --git a/assets/hippopotamus.mp4 b/assets/hippopotamus.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..119eba50bb850ab3d1b441483316daa16366529f GIT binary patch literal 13590598 zcmeFY2UJu`x9_`}tVGF~Mi4}D&XSWv$&zzUl5@^ca?T(*34%yc5kx>G36hi~Nkoza z0eOXcyT3mBoqNvx-h20sJI31!SFct7nl-CxR&}qcU$+nh!L8hVTx{K(9U%w_y1asu z%hc1H)6s>86M`TND_2WP2%`S#=-Y}|Apb2b z{x8e_><$@%uv^_-P3=LZfxG>$I)V1r@uxRX@86HV)$^a#iwephjr=M|Z)xG~2JR>= z9o*dibOk(I`bGJ(&Dd;?7Ph7!5AJC3_r8k&8yiUL<*$;gHWm)9fBJwtZ7o3D{&i@B zw6naalZAujr481!qpgz_xFPg({N)s}+4L5F zD6GM?b~;!M^{E{a5>hY(Aw%GW8a|WbWV%YP$Rb z2cem}>#s<|2yef+Jb^~)=KgCGF7q#qS}tcJI9NdEE=T9`KnLe#9wj*W!Kn^TFl(V` zaF#+4YLWTBd^`dgumvOd>w5Li>+kes@-qKd9pH-gxAgyM_J42R?|%Gu?fgGI|Nm*f 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