More Flash Tasks, Visualization Tools, Data Pipeline and Flash Registry API

[0.3.0] - 2021-05-20

Added

• Added DataPipeline API (#188 #141 #207)
• Added timm integration (#196)
• Added BaseViz Callback (#201)
• Added backbone API (#204)
• Added support for Iterable auto dataset (#227)
• Added multi label support (#230)
• Added support for schedulers (#232)
• Added visualisation callback for image classification (#228)
• Added Video Classification task (#216)
• Added Dino backbone for image classification (#259)
• Added Data Sources API (#256 #264 #272)
• Refactor preprocess_cls to preprocess, add Serializer, add DataPipelineState (#229)
• Added Semantic Segmentation task (#239 #287 #290)
• Added Object detection prediction example (#283)
• Added Style Transfer task and accompanying finetuning and prediction examples (#262)
• Added a Template task and tutorials showing how to contribute a task to flash (#306)

Changed

• Rename valid_ to val_ (#197)
• Refactor preprocess_cls to preprocess, add Serializer, add DataPipelineState (#229)

Fixed

• Fix DataPipeline resolution in Task (#212)
• Fixed a bug where the backbone used in summarization was not correctly passed to the postprocess (#296)

Contributors

@aniketmaurya @carmocca @edgarriba @ethanwharris @pmeier @tchaton

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