Inspiration
Applying human body reconstruction for human try on systems
What it does
We were given an algorithm that generates reconstructed bodies from images We are testing the robustness of the algorithm by changing the conditions the pictures were taken
How we built it
We used an algorithm to generate reconstructed bodies. https://github.com/williamljb/HumanMultiView (Junbang Liang, Ming C. Lin ICCV 2019)
Challenges we ran into
Baggy clothing, inconsistent lighting in each setting, human error pertaining to camera angles, and photo cropping
Accomplishments that we're proud of
Testing the robustness of the algorithm to make accurate body reconstruction.
What we learned
Different angles made the most drastic difference.
What's next for Robustness of Body Reconstruction & Virtual Tryon
Test the reconstruction algorithm with prosthetics, different clothes, abstract silhouettes, unordinary body types Use a system to take consistent photos
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