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MOT20\train\MOT20-01\gt\gt.txt data format not consistent

Open WurmD opened this issue 5 years ago • 5 comments

https://github.com/dendorferpatrick/MOTChallengeEvalKit/blob/master/MOT/README.md states

Data Format: The file format should be the same as the ground truth file, which is a CSV text-file containing one object instance per line. Each >line must contain 10 values: <frame>, <id>, <bb_left>, <bb_top>, <bb_width>, <bb_height>, <conf>, <x>, <y>, <z>

The data at https://motchallenge.net/data/MOT20/ in MOT20\train\MOT20-01\gt\gt.txt does not contain 10 values, only contains 9 in each line

WurmD avatar Sep 22 '20 10:09 WurmD

@WurmD did you find an answer to this issue? I am also wondering about the same thing. What do the 9 columns represent exactlt? I am not sure about the last 3 fields.

abhishekchopde avatar Nov 10 '20 08:11 abhishekchopde

it is explained in this paper: MOT16: A Benchmark for Multi-Object Tracking

AbdurahmaanYuusuf avatar Dec 16 '20 21:12 AbdurahmaanYuusuf

To summarize the paper, the columns are as follows: <frame>, <id>, <bb_left>, <bb_top>, <bb_width>, <bb_height>, <conf>, <class>, <visibility>

where visibility is 1 if the object is completely visible and 0 if the object is completely occluded, and classes are: Pedestrian 1 Person on vehicle 2 Car 3 Bicycle 4 Motorbike 5 Non motorized vehicle 6 Static person 7 Distractor 8 Occluder 9 Occluder on the ground 10 Occluder full 11 Reflection 12

Only ground-truth pedestrians are included in scoring

DerekGloudemans avatar Feb 22 '21 18:02 DerekGloudemans

scoring

, I would like to ask you,when i make my own data annotations , how is the visibility rate mentioned in the annotation obtained?

JAYCHOU2020 avatar Jun 09 '21 11:06 JAYCHOU2020

Not 100% sure, try the paper. I'm guessing they combine truncation (how much of the object is within the frame) and intersection with other objects, possibly taking into account which objects are in front of one another.

DerekGloudemans avatar Jun 09 '21 14:06 DerekGloudemans