Release 1.1.0

New features

• Add FP16 IR export support (#1683)
• Add in-memory caching in dataloader (#1694)
• Add MoViNet template for action classification (#1742)
• Add Semi-SL multilabel classification algorithm (#1805)
• Integrate multi-gpu training for semi-supervised learning and self-supervised learning (#1534)
• Add train-type parameter to otx train (#1874)
• Add embedding of inference configuration to IR for classification (#1842)
• Enable VOC dataset in OTX (#1862)
• Add mmcls.VisionTransformer backbone support (#1908)

Enhancements

• Parametrize saliency maps dumping in export (#1888)
• Bring mmdeploy to action recognition model export & Test optimization of action tasks (#1848)
• Update backbone lists (#1835)
• Add explanation for XAI & minor doc fixes (#1923)
• Refactor phase#1: MPA modules

Bug fixes

• Handle unpickable update_progress_callback (#1892)
• Dataset Adapter: Avoid duplicated annotation and permit empty image (#1873)
• Arrange scale between bbox preds and bbox targets in ATSS (#1880)
• Fix label mismatch of evaluation and validation with large dataset in semantic segmentation (#1851)
• Fix packaging errors including cython module build / import issues (#1936)

Known issues

• OpenVINO(==2022.3) IR inference is not working well on 2-stage models (e.g. Mask-RCNN) exported from torch==1.13.1
  (working well up to torch==1.12.1) (#1906)