ifzhang / FairMOT

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking
MIT License
3.99k stars 935 forks source link

Make a custom data set #59

Closed tutu96177 closed 4 years ago

tutu96177 commented 4 years ago

Please consult the author. In the public mot dataset , "conf: this bbox contains the confidence degree of the object. It can be seen that it is not 0-1 in the traditional sense, and the higher the score is, the higher the confidence degree is."Or how do you make a custom data set? For example ,I want to track the car, How can I make the training datasets,how can I get the "conf "? thanks.

ifzhang commented 4 years ago

For training, we do not need the 'conf' parameter. The training datasets just need to contain the box, id and class label. You can follow issue #55 to train on a custom dataset.

tutu96177 commented 4 years ago

Hi author , If I want to train a tracking sheep model, I only need to make a sheep data set similar to MOT20 data set format. Can I directly use FairMOT for training?

CaptainEven commented 4 years ago

@tutu96177 You can refer to https://github.com/CaptainEven/FairMOTVehicle I have trained a network to track vehicles.