Accurate motion capture for 3D Character actors still requires tracking markers or physical augmentation–and even then, they aren’t perfect from one session to the next. With precise landmarks in 3D space for every image, our datasets assist in capturing actors’ performances with higher accuracy; even for landmarks that would normally be occluded.
Landmark & Facial Feature Estimation
Up your mo-cap game with these datasets. Because of historically low-quality, this task has been performed with a ton of manual intervention for desired levels of realism. With a plethora of identities making diverse facial expressions in harsh environments, you can reduce error and increase quality.
Some media use cases don’t need anything as advanced as motion capture. Instead, accurate background removal with anti-aliasing is what’s critical. To develop better models, a broader set of scenarios is needed, which the datasets below provide. Let’s rid the world of bad green-screening effects once and for all.
As with all synthetic data, there’s a shift from our domain to the one captured by real cameras. Although there’s no universal domain adaptation approach for every use-case, we stand on the shoulders of giants to get great results.
Adaptive Batch Normalization
Adaptive Batch Normalization is a simple technique, can be easily applied to any network with batch normalization layers, and combined with all other techniques for surprisingly good results.
Image-2-image translation methods coupled with self-regularization loss allows dataset-level refinement. While these methods require additional pipeline to train, it is completely independent and does not require modifications of the main training pipeline.
We’re here to help you create your solution with the help of our programmatic data platform.
Scales out of the box
Our technology seamlessly scales in the cloud with our customers’ demands, from R&D phases with small amounts of data to production requirements of terabytes of data.rnrnWith everything available via an API, we integrate seamlessly with your workflows from day 1.