- Add a Sequence processor.
- Add ability to compose subflows.
- Add processors for:
- Top-down human pose estimation.
- Semantic segmentation using tensorflow published models.
- Pose annotation of images.
- Mask annotation of images.
- Basic image manipulation operations.
- Reimplement batch execution engine so that it uses microbadges.
- Logging of events, flow performance and errors.
- Allow user to determine what to do when in presence of errors:
- Stop flow
- Drop error frames and continue
- Other?
- v0.4 is the ground work for v0.5 and v0.9
- Commandline tools to detect bottlenecks by reading logs.
- Commandline tools to debug errors in flow.
- Automatic detection of bottlenecks
- Automatic scaling/decrease of resources in flow without stopping it.
- Will require some changes and augmentations to current execution engines.
- Processors:
- SLAM
- Advanced tracking techniques.
- Others
- Flowboard: Something similar to tensorboard, but for flows.
- Nothing new to add here.
. . .
- Distributed version of Videoflow