Keras 2.1.4 is released with bug fixes and improvements in performance and example scripts. The major changes include:
The entire changes are available in the release notes.
Tensorflow announced the addition of instance segmentation to their object detection API. Instance segmentation is used to segment an object region once it is detected. Instance segmentation allows for more fine-grained information about the extent of the object within the box. With this API update, Tensorflow now supports a number of instance segmentation models similar to those discussed in the Mask R-CNN paper. The model now predicts masks in addition to object bounding boxes. They have also provided four instance segmentation config files to be used to train models:
More details can be read at the official Github repo.
PyTorch have released a minor release 0.3.1 of bug fixes and performance improvements.
Bug fixes and other improvements are available in the changelog.
Pgpool-II is a tool to add useful features to PostgreSQL, such as connection pooling, load balancing, and automatic failover. Pgpool Global Development Group has announced the availability of versions 3.7.2, 3.6.9, 3.5.13, 3.4.16, and 3.3.20 of Pgpool-II. The changes include:
For more information, take a look at the release notes.
OmniDB 2.5, the browser-based database management tool, is now released. It now allows users to manage multiple databases in a unified workspace with a user-friendly and fast-performing interface.
The following features and improvements are added:
For a complete list of updates, read the OmniDB change tracker.
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