The Construction Multi-Object Tracking (CMOT) dataset contains 100 videos with more than 77k annotated frames and 155k instances.

• 2 categories of workers: workers wearing & not wearing safety helmets.
• 1 categories of materials: precast components (PCs).
• 7 categories of machines: PC delivery trucks, dump trucks, concrete mixer trucks, excavators, rollers, dozers & wheel loaders.

• To be updated.

• To visualize the dataset annotations, move the downloaded folder into the root directory of this repo and run:
  $ python CMOT_annotations_visualizer.py
• CMOT annotation samples:

• To visualize the dataset statistics, run:
  $ python CMOT_statistics_visualizer.py

• CMOT statistics:
  

• CMOT Training Set Overview

  Name	FPS	Resolution	Frames	Camera	Viewpoints	Conditions	IDs	Categories
  0002	20	2560*1240	820	Static	High	Rainy	1	mixer
  0007	25	1920*980	800	Static	High	Sunny	2	dump-truck
  0008	25	1920*980	850	Static	High	Cloudy	2	people-helmet
  0009	25	1920*980	800	Static	High	Cloudy	2	people-helmet
  0011	25	1920*780	800	Static	High	Sunny	4	people-helmet, people-no-helmet
  0013	25	1920*880	800	Static	High	Sunny	6	people-helmet, people-no-helmet
  0015	25	1180*520	750	Static	Medium	Cloudy	2	people-helmet
  0017	25	1720*730	750	Static	High	Cloudy	4	dump-truck, excavator
  0020	25	1080*560	750	Static	Low	Sunny	2	dump-truck, excavator
  0021	25	1280*720	800	Static	Low	Sunny	2	dump-truck, mixer
  0023	29	1820*980	1009	Static	High	Night	2	dump-truck, excavator
  0024	25	1820*780	750	Static	Medium	Sunny	2	excavator, wheel-loader
  0025	25	1620*780	750	Static	High	Sunny	1	wheel-loader
  0027	25	1820*780	750	Static	High	Sunny	2	dump-truck, excavator
  0030	25	1820*780	750	Static	High	Sunny	4	dump-truck, excavator
  0031	29	1870*980	1000	Static	High	Night	2	dump-truck, excavator
  0032	29	1870*980	928	Static	High	Night	2	dump-truck, excavator
  0033	25	1280*720	750	Moving	Low	Sunny	1	roller
  0035	25	1280*720	750	Moving	Low	Sunny	1	roller
  0038	25	1720*770	750	Static	Medium	Sunny	1	people-helmet
  0039	25	2460*1130	800	Static	High	Sunny	2	people-helmet, people-no-helmet
  0040	25	1130*520	925	Static	High	Cloudy	2	people-helmet, mixer
  0041	25	1820*680	800	Static	High	Sunny	2	people-helmet
  0043	25	1920*780	750	Shaky	High	Sunny	1	dozer
  0044	25	1920*780	750	Shaky	High	Sunny	2	dump-truck, dozer
  0045	25	1920*780	750	Static	High	Sunny	3	dump-truck, dozer
  0048	25	1820*980	750	Static	Medium	Sunny	4	people-helmet, dump-truck, excavator
  0049	25	1820*980	750	Static	Medium	Sunny	3	excavator
  0050	25	1820*980	750	Static	Medium	Sunny	1	excavator
  0054	25	1420*880	750	Static	High	Rainy	9	people-helmet, PC
  0056	25	1820*980	750	Static	Medium	Cloudy	3	mixer, excavator
  0057	25	1820*880	750	Static	High	Cloudy	4	people-helmet
  0060	25	1820*880	750	Shaky	High	Cloudy	2	PC-truck
  0062	25	1480*550	750	Static	High	Cloudy	6	people-helmet, PC-truck
  0063	25	1820*780	750	Static	High	Cloudy	3	people-helmet, wheel-loader
  0069	25	1120*780	950	Static	High	Night	2	PC, PC-truck
  0071	25	1020*880	750	Static	High	Night	2	PC, PC-truck
  0074	25	1820*780	800	Static	High	Sunny	1	dozer
  0075	25	1960*1140	750	Static	Medium	Cloudy	2	dump-truck
  0077	25	1870*980	750	Shaky	High	Cloudy	2	people-helmet, people-no-helmet
  0078	25	2460*1040	800	Static	Medium	Cloudy	2	people-helmet, roller
  0080	20	1180*620	630	Static	Medium	Sunny	3	people-helmet, mixer
  0084	25	1870*1010	800	Shaky	Medium	Night	1	excavator
  0085	25	1820*880	750	Static	Medium	Cloudy	1	excavator
  0088	25	554*476	750	Static	High	Cloudy	1	mixer
  0090	25	1820*780	800	Moving	Medium	Sunny	1	dozer
  0091	25	1620*680	750	Shaky	High	Sunny	2	dump-truck, dozer
  0092	25	1820*980	750	Static	Medium	Cloudy	5	people-helmet
  0093	25	1770*680	800	Static	Medium	Sunny	2	mixer
  0097	25	1920*860	750	Static	High	Sunny	4	people-helmet

• CMOT Validation Set Overview

  Name	FPS	Resolution	Frames	Camera	Viewpoints	Conditions	IDs	Categories
  0004	25	1920*820	825	Static	High	Sunny	1	people-helmet, people-no-helmet
  0022	25	1720*780	750	Static	High	Sunny	3	dump-truck, excavator, wheel-loader
  0028	29	1920*980	900	Static	High	Night	2	dump-truck, excavator
  0034	25	1280*720	750	Moving	Low	Sunny	1	roller
  0046	25	1920*780	750	Static	High	Sunny	1	dozer
  0047	25	1920*780	750	Static	High	Sunny	1	dump-truck
  0070	25	1420*780	850	Static	High	Night	1	PC
  0087	25	554*476	750	Static	High	Cloudy	1	mixer
  0089	25	1820*880	739	Static	Medium	Rainy	2	people-helmet
  0096	25	620*370	300	Static	Medium	Cloudy	1	PC-truck

• CMOT Test Set Overview

  Name	FPS	Resolution	Frames	Camera	Viewpoints	Conditions	IDs	Categories
  0001	25	1710*810	1450	Static	High	Cloudy	2	mixer
  0003	25	1820*780	800	Static	Medium	Sunny	2	people-helmet, people-no-helmet
  0005	25	1920*980	850	Static	Medium	Sunny	1	dump-truck
  0006	25	1920*980	850	Static	High	Sunny	3	people-helmet, dump-truck
  0010	25	1920*980	800	Static	Medium	Sunny	1	excavator
  0012	25	1920*980	750	Static	Medium	Cloudy	1	excavator
  0014	25	1280*420	800	Static	High	Cloudy	2	people-helmet, people-no-helmet
  0016	25	1720*730	750	Shaky	High	Cloudy	3	people-no-helmet, wheel-loader
  0018	25	1720*730	750	Shaky	High	Cloudy	4	dump-truck, excavator
  0019	25	1720*780	750	Static	High	Sunny	1	wheel-loader
  0026	25	1820*780	750	Shaky	High	Sunny	1	dozer
  0029	25	1280*600	750	Static	High	Sunny	3	people-helmet, PC, PC-truck
  0036	25	1280*720	750	Moving	Low	Sunny	1	roller
  0037	25	1280*720	750	Moving	Low	Sunny	1	roller
  0042	25	1820*850	750	Static	High	Cloudy	2	people-helmet
  0051	25	1820*980	750	Static	Medium	Cloudy	1	excavator
  0052	25	1820*980	750	Static	Medium	Cloudy	1	excavator
  0053	15	720*304	528	Static	High	Cloudy	7	people-helmet, people-no-helmet, PC-truck
  0055	25	640*210	750	Static	High	Sunny	2	PC-truck
  0058	25	1070*870	750	Static	High	Night	2	PC, PC-truck
  0059	25	1770*780	750	Static	High	Night	2	mixer
  0061	25	1820*870	750	Static	High	Sunny	19	people-helmet, PC-truck
  0064	25	1420*780	750	Shaky	High	Cloudy	1	wheel-loader
  0065	25	1170*780	800	Shaky	High	Cloudy	1	wheel-loader
  0066	25	1820*780	1150	Shaky	High	Cloudy	1	dozer
  0067	25	1870*880	800	Shaky	High	Sunny	2	people-helmet, people-no-helmet
  0068	25	1820*780	750	Static	High	Sunny	5	people-helmet
  0072	25	1920*980	750	Static	High	Sunny	4	people-helmet
  0073	25	1820*780	750	Static	High	Sunny	1	dozer
  0076	25	1770*840	750	Static	Low	Rainy	2	people-helmet, mixer
  0079	25	1820*780	850	Shaky	High	Sunny	1	dozer
  0081	25	620*370	234	Static	Medium	Cloudy	1	PC-truck
  0082	25	1180*620	750	Static	Medium	Sunny	3	people-helmet, mixer
  0083	25	570*210	800	Static	High	Sunny	3	people-helmet, PC-truck
  0086	25	1780*940	750	Static	High	Sunny	7	people-helmet
  0094	25	1670*730	750	Static	Medium	Sunny	1	excavator
  0095	25	620*370	300	Static	Medium	Cloudy	2	people-helmet, PC-truck
  0098	25	1820*980	750	Static	High	Night	2	people-helmet
  0099	25	1720*880	750	Static	High	Night	8	people-helmet
  0100	25	1520*780	1000	Static	Low	Sunny	1	people-helmet

• The CMOT dataset is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License to promote the open use of the dataset and future improvements.
• Without permission, the CMOT dataset should only be used for non-commercial scientific research purposes.

If you find this repo useful in your research, please consider citing: (To be updated)