data; see Fig. 5. Note that, as HBW has true ground-truth
3D shape, it does not need SSP-3D’s scaling for evaluation.
A key observation is that training with linguistic shape
attributes alone is sufficient, i.e., without anthropometric
measurements.
Importantly, this opens up the possibility
for significantly larger data collections. For a study of how
different measurements or attributes impact accuracy, see
Sup. Mat. Figure 8 shows SHAPY’s qualitative results.
Accurate 3D Body Shape Regression using Metric and Semantic Attributes