Keras SSD v0.7.0
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Release 0.7.0
Breaking Changes
- Introduced a new data generator.
Major Features and Improvements
- Introduced a new data generator that has several advantages over the old data generator:
- It can replicate the data augmentation pipeline of the original Caffe SSD implementation.
- It's very flexible: Image transformations are no longer hard-coded into the generator itself. Instead, the generator takes a list of transformation objects that it applies to the data. This allows you to realize arbitrary image processing chains. In particular, you can now put transformations in any order or even have multiple parallel transformation chains from which one chain is randomly chosen. The generator comes with a number of useful image transformation classes that can be used out of the box. Among them are most common photometric and geometric transformations, and, in particular, many useful patch sampling transformations.
API Changes
The API of the new data generator is not compatible with the old data generator.
Known Issues
None