Highlight

• Support repos work with modelscope library via plugin
• Support onnx export for SCRFD model
• Add onnx exporter for damoyolo
• Add onnx/torchscript exporter for token classification models
• Add frozen graph def exporter for cartoon model
• Refactor taskdataset module, user now can write datasets with custom logics
• Add example for text-generation finetuning, also available for GPT3
• Siamese uie finetune support

Breaking changes

Feature

• Support torch2.0 compile in inference and training, this feature is not stable on all models
• Add ADADET && thirdparty arg for damoyolo trainer
• Add finetune for ddcolor image colorization
• Add video_instance_segmentation pipeline
• Add plugin with cli tool
• Add human reconstruction task
• Add vidt model
• Add task: speech_timestamp
• Add disco guided diffusion
• Add training support for ocr_reco_crnn
• Add action detection finetune
• Add ocr_detection_db training module
• Add lore lineness table recognition
• Add PEER model
• Add smoke and fire detection model using damoyolo
• Add generative multimodal embedding model RLEG
• Add vop_se for text video retrival
• Add ProContEXT model for video single object tracking
• Add video streaming perception models longshortnet
• Add dingding denoise model
• Support vision efficient tuning finetune
• Add text-to-video-synthesis
• Add MAN for image-quality-assessment

Improvements

-Support run text generation pipeline with args

• Add soonet for video temporal grounding
• Trainer support parallel_groups setting and DDP hook
• Kws support continue training from a checkpoint
• Correct DDIM sampling on GPU
• Add more cli tools
• Modify audio input types && punc postprocess
• Optimize kws pipeline and training conf
• Support ImagePaintbyexamplePipeline demo service
• Support load_from for easycv trainer

BugFix

• Fix bug for install detecron2
• Fix bug for modify function generate_scp_from_url
• Fix bug for speaker_verification_pipeline and speaker_diarization_pipeline: re-write the default config with configure.json
• Fix bug for data releate case failed bug
• Fix bug for ast scan funcitondef
• Word alignment preprocessor fix