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about multiple object tracking

Open littletomatodonkey opened this issue 8 years ago • 2 comments

Hello, I was wondering whether the code can be changed to track multiple objects per frame? I tried to modify the code to let it accept multiple objects positions input (for each line in the groundtruth.txt I wrote 8, 16 or 24... numbers to input multi-positions), but then I found the network input is just an image cropped by bounding-box(it is just my understanding...), and I can not find out how to change it.... Do you have any ideas about that? @davheld

littletomatodonkey avatar Apr 14 '17 15:04 littletomatodonkey

did anyone find solution to this?

umasslowellmj avatar Jun 29 '17 21:06 umasslowellmj

I don't think there's a great way of doing this at the moment. You can change the network to accept multiple images as input, but then you'd need to retrain it. I think the best solution at the moment is to track each object in the frame independently; you can change the code to feed the images as a "batch" and output independent predictions for each image in the batch. Anything else that you wanted to do would probably be a research project.

davheld avatar Jun 29 '17 22:06 davheld