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facebookresearch / DetectAndTrack

The implementation of an algorithm presented in the CVPR18 paper: "Detect-and-Track: Efficient Pose Estimation in Videos"
Apache License 2.0
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Detection and Tracking without Evaluation #6

Closed RomeroBarata closed 6 years ago

RomeroBarata commented 6 years ago

Hi,

Is it possible to extract the detected key points and tracking information without evaluating performance of the model? I'd like to use Detect and Track on a data set for which I don't have the ground-truth annotations. Thank you!

yannadani commented 6 years ago

In addition to this, can you give pointers to detect keypoints and track them for a single video? Thanks.

yannadani commented 6 years ago

Ok, I have written a script which can now detect and track for a single video, without evaluating it. I can share it if lot of people require it.

RomeroBarata commented 6 years ago

I think that it would be great if you could share it @yannadani!

rohitgirdhar commented 6 years ago

Please feel free to open a pull request if you'd like! Thanks!

msarmiento3 commented 6 years ago

It will be amazing @yannadani!

yannadani commented 6 years ago

Cool. I will submit a PR around this weekend when I'm free.

jpdz commented 6 years ago

@yannadani Hi, I am really interested in how to detect and track for a single video, without evaluating it, can you share the scripts? Really appreciated!

jpdz commented 6 years ago

Hi, I have questions about how to do real time tracking. According to my understanding, we should first detect all of the persons in the image set, storing the model into the pickle file called 'detection.pkl'. And then we run the tracking code and store the tracking result into 'detection.tracking.pkl'. It seems like the two things can not happen synchronously. Is my understanding wrong? Thanks a lot.

rohitgirdhar commented 6 years ago

Yes they can. The tracking can be done online, with the detector running frame by frame, and the tracker linking the tracks to the previous frame.

Sanketyeru commented 6 years ago

Does anyone know where is code for "detect and track for a single video, without evaluating it".?@yannadani, could you please share your code for detection and tracking without evaluation.

Thanks.

rohitgirdhar commented 6 years ago

25 #26 resolve this issue.