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Title | DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion |
Description | A typical pipeline for multi-object tracking (MOT) is to use a detector for object localization, and following re-identification (re-ID) for object association. This pipeline is partially motivated by recent progress in both object detec- tion and re-ID, and partially motivated by biases in existing tracking datasets, where most objects tend to have distin- guishing appearance and re-ID models are sufficient for es- tablishing associations. In response to such bias, we would like to re-emphasize that methods for multi-object tracking should also work when object appearance is not sufficiently discriminative. To this end, we propose a large-scale dataset for multi-human tracking, where humans have similar appearance, diverse motion and extreme articulation. As the dataset contains mostly group dancing videos, we name it “DanceTrack”. We expect DanceTrack to provide a better platform to develop more MOT algorithms that rely less on visual discrimination and depend more on motion analysis. We benchmark several state-of-the-art trackers on our dataset and observe a significant performance drop on DanceTrack when compared against existing benchmarks. |
Keywords | Multi-Object Tracking in Uniform Appearance and Diverse Motion |
WebSite | www.dancetrack.github.io |
Host IP | 185.199.110.153 |
Location | United States |
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US$3,271
Last updated: Aug 31, 2022
Dancetrack.github.io has global traffic rank of 25,538,510. Dancetrack.github.io has an estimated worth of US$ 3,271, based on its estimated Ads revenue. Dancetrack.github.io receives approximately 119 unique visitors each day. Its web server is located in United States, with IP address 185.199.110.153. According to SiteAdvisor, dancetrack.github.io is safe to visit. |
Purchase/Sale Value | US$3,271 |
Daily Ads Revenue | US$1 |
Monthly Ads Revenue | US$53 |
Yearly Ads Revenue | US$654 |
Daily Unique Visitors | 119 |
Note: All traffic and earnings values are estimates. |
Global Rank | 25,538,510 |
Delta (90 Days) | 0 |
Most Popular In Country | N/A |
Country Rank | N/A |
Host | Type | TTL | Data |
dancetrack.github.io | A | 3600 | IP: 185.199.108.153 |
dancetrack.github.io | A | 3600 | IP: 185.199.109.153 |
dancetrack.github.io | A | 3600 | IP: 185.199.110.153 |
dancetrack.github.io | A | 3600 | IP: 185.199.111.153 |
dancetrack.github.io | AAAA | 3600 | IPv6: 2606:50c0:8001:0:0:0:0:153 |
dancetrack.github.io | AAAA | 3600 | IPv6: 2606:50c0:8000:0:0:0:0:153 |
dancetrack.github.io | AAAA | 3600 | IPv6: 2606:50c0:8003:0:0:0:0:153 |
dancetrack.github.io | AAAA | 3600 | IPv6: 2606:50c0:8002:0:0:0:0:153 |
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