We are trying to track 1 mouse in a training box. Our videos are about 25 mins long (30 fps).
I split the video into 5 x 5mins videos and labeled about 50 frames for each videos for training.
When the training and evaluation is done, I analyzed a new 1 minute long video. The labeled video created from the evaluation step showed perfect tracking. However, when we go to the refine tracklets step, we see that the tracking is not optimal. For instance, tracking is perfect when the mouse is walking. Once the animal starts standing against the wall, the tracking start to diverge.
Screen cap from labeled video. The animal is walking along the wall.
Screen cap from refine tracklet. The animal is walking along the wall
Screen cap from labeled video. The animal is standing against the wall.
Screen cap from refine tracklets. The animal is standing against the wall.
Should we correct all the body parts that are out of place in the refine tracklets step? Any suggestions is great appreciated.
Thank you for creating this wonderful tool. It is a great way for us to look at animal behavior at a different dimension.