这项工作开发了一种解耦的视频分割方法(DEVA),由任务特定的图像级别分割和与类别/任务无关的双向时间传播组成。在几个数据稀缺的任务中,这种方法与端到端方法相比具有优势。 Tracking Anything with Decoupled Video Segmentation Ho Kei Cheng,Seoung Wug Oh,Brian Price,Alexander Schwing,Joon-Young Lee Training da...
Online integration. Use a single script that queries the image detection model when needed. This is how the demo works (by querying Grounded Segment Anything or Segment Anything). Offline integration. Run the image detection model on all frames beforehand and save the results. Then, run DEVA on...
[ICCV 2023] Tracking Anything with Decoupled Video Segmentation - Tracking-Anything-with-DEVA/pyproject.toml at main · guyuchao/Tracking-Anything-with-DEVA
a deep learning approach is used here to perform the segmentation. We chose the U-Net network architecture which was originally proposed for semantic segmentation of the medical images42and which is now derived in many ways60. We use a close to the original version of U-Net with 5 levels,...
Demo with Segment Anything on a out-of-domain example; original video follows DEVA result overlaying the video: green_pepper_joined.mp4 Source:https://youtu.be/FQQaSyH9hZI Installation Tested on Ubuntu only. For installation on Windows WSL2, refer to#20(thanks @21pl). ...
guyuchao/Tracking-Anything-with-DEVAPublic forked fromhkchengrex/Tracking-Anything-with-DEVA Notifications Fork0 Star0 Code Pull requests Actions Projects Security Insights Commit Permalink Browse files main hkchengrexcommittedMar 19, 2024 1 parent58cff8ccommitbb57c52 ...
main (hkchengrex/Tracking-Anything-with-DEVA#13) guspan-tanadi committed Sep 16, 2023 Verified 1 parent ece0b0a commit 3454393 Showing 1 changed file with 1 addition and 1 deletion. Whitespace Ignore whitespace Split Unified 2 changes: 1 addition & 1 deletion 2 scripts/merge_multi_scale...
title='DEVA: Tracking Anything with Decoupled Video Segmentation (automatic)') 55 changes: 44 additions & 11 deletions 55 deva/ext/SAM/automatic_mask_generator.py Original file line numberDiff line numberDiff line change @@ -139,7 +139,10 @@ def __init__( self.output_mode = output...
Tracking Anything with Decoupled Video Segmentation, Ho Kei Cheng, Seoung Wug Oh, Brian Price, Alexander Schwing, Joon-Young Lee ReST: A Reconfigurable Spatial-Temporal Graph Model for Multi-Camera Multi-Object Tracking, Cheng-Che Cheng, Min-Xuan Qiu, Chen-Kuo Chiang, Shang-Hong Lai ...