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I attempted to slightly modify the body estimation part in order to fine-tune the backbone network, and noticed several typos. Eventually, I refactored almost everything and noticed significant improvements on estimation accuracy, although using the same pretrained model and thresholds. Since I modified some APIs, and I can't recall what changes I made was critical to the improvement, instead of making a pull request I would like to ask the original contributors to take a look at my version and see if something can help in improving things here.
Original output for ski.jpg | My version |
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Some differences:
- The lower legs of the left-most person is not crossed.
- The second person from the left has lower legs recognized.
- The third person from the left has eyes recognized more accurately.
- The false positive on the upper right is gone.
Some of the changes I remember are listed below, but I think they are not the main reason of the improvement:
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