FairMOTVehicle icon indicating copy to clipboard operation
FairMOTVehicle copied to clipboard

Can FairMOT directly detect vehicles without training

Open Kaiqi-Chen opened this issue 4 years ago • 7 comments

Hi ! I am a novice in MOT,I have a question? Can I directly use the original model(FairMOT) to detect the vehicle?

Kaiqi-Chen avatar Jul 06 '20 02:07 Kaiqi-Chen

@Ckq-Sugar Of course you can, some scripts to prepare for training data added in this repo compared to FairMOT such as script to convert UA_DETRAC dataset.

CaptainEven avatar Jul 06 '20 02:07 CaptainEven

@CaptainEven can you tell me details about modifying the FairMOT ,so that FairMOT can test the vehicle? thank you very much!

Kaiqi-Chen avatar Jul 06 '20 03:07 Kaiqi-Chen

You need to train a new MOT tracker to track vehicles, for details, you can just refer to the readme of this repo. Am i miss-understanding you by "original model"(Is it refered to a trained checkpoint file .pth or just use original FairMOT to train a vehicle mot tracker)?

CaptainEven avatar Jul 06 '20 03:07 CaptainEven

@CaptainEven The original model which I mentioned above is FairMOT 's Pretrained models Baseline model.
so if I only want detect and track vehicles without thinking accuracy, I can use FairMOT 's Pretrained models Baseline model?

Kaiqi-Chen avatar Jul 06 '20 03:07 Kaiqi-Chen

@Ckq-Sugar I'm afraid not. Because the pre-trained model of FairMOT is just for person MOT tracking.

CaptainEven avatar Jul 06 '20 03:07 CaptainEven

OK,I do know. thank you! I also am interested in you reps (MCMOT and FairMOTVehicle) I am trying to reproduce your MCMOT, I find that I dont download model when run model_down_script.sh. could you provide other links? if you provide it ,I will be very grateful!!!

Kaiqi-Chen avatar Jul 06 '20 03:07 Kaiqi-Chen

The details of MCMOT training including dataset preparation will be released in the future.

CaptainEven avatar Jul 06 '20 03:07 CaptainEven