Albert Parra Pozo
Albert Parra Pozo
Running any render job on AWS produces extraneous connection/authenticated messages (see the ones logged by `transport.py`).  These are caused by running commands over SSH, which is done in the...
LiDAR (https://en.wikipedia.org/wiki/Lidar) is used heavily to obtain dense point cloud representations of scenes. By performing a LiDAR scan of a scene before starting captures, we can potentially greatly improve accuracy...
Machine learning has replaced most "traditional" computer vision algorithms, especially in domains like annotation and labelling. Attempts to apply ML to depth estimation certainly exist, but only perform consistently well...
Foreground masks act as a rough proxy to objects in the scene. Significant work on semantic segmentation (re: https://github.com/facebookresearch/Detectron) has been done, although they have not been thoroughly integrated with...
On set, having quick turnaround times on renders is crucial: it helps uncover setup issues (i.e. flipped cameras). A "quick stitch option" on the UI would skip calibration and background...
The last stage of the 6DoF rendering pipeline is to stripe the binaries into a single binary file. However, it is currently implemented to only be done on a single...
The WebGL standard has been adopted by all modern web browsers and offers an API for rendering using the GPU on a browser. The browser is the end-all-be-all for many...
## The current behavior and new feature At any level of the pyramid a worker needs to download the color level for a frame from S3, perform depth estimation, and...