├── LICENSE ├── README.md └── teaser_DAUMOT.png /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. By contrast, 15 | the GNU General Public License is intended to guarantee your freedom to 16 | share and change all versions of a program--to make sure it remains free 17 | software for all its users. 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Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ## This is a placeholder for DAUMOT code release. The code will be released in the following days. 2 | ## Official Implementation for DAUMOT: Domain Adaptation for Unsupervised Multiple Object Tracking
3 | ** DAUMOT: Domain Adaptation for Unsupervised Multiple Object Tracking **
4 | 5 | The idea was originated from Guillaume Delorme and he implemented the code for FairMOT-DAUMOT, Yihong finished the TransCenter-DAUMOT part. 6 | 7 | [Guillaume Delorme*](https://team.inria.fr/robotlearn/team-members/guillaume-delorme/), [Yihong Xu*](https://team.inria.fr/robotlearn/team-members/yihong-xu/), [Luis G. Camara](https://team.inria.fr/robotlearn/team-members/luis-gomez-camara/), [Elisa Ricci](http://elisaricci.eu/), [Radu Horaud](https://team.inria.fr/perception/team-members/radu-patrice-horaud/), [Xavier Alameda-Pineda](http://xavirema.eu/)
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12 | Sample qualitative results from different sequences of MOT20 comparing direct transfer (i.e. no adaptation) to DAUMOT. (a) shows the persons missed by 13 | direct transfer whereas (b) showcases over detections and (c,d) show person identity changes. The images illustrate the existence of large domain shifts between 14 | source (MOT17) and target (MOT20) when the model is not trained with DAUMOT. Green arrows point to the errors. 15 |

16 | 17 | 18 | 19 | 20 | -------------------------------------------------------------------------------- /teaser_DAUMOT.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yihongXU/DAUMOT/0dcb36d90c9683824e8f9540a176c733a0bb9300/teaser_DAUMOT.png --------------------------------------------------------------------------------