What's Changed
* del engine and modify train process by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/52
* Record scaler information in real time. by liuchuting in https://github.com/mindspore-lab/mindyolo/pull/55
* fix deploy bug by jiarongji in https://github.com/mindspore-lab/mindyolo/pull/54
* Add Multi-Stage data augmentation and fix test bug by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/59
* add deploy infer and readme by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/63
* Add yolov5x weight by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/73
* fix is export and update readme by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/74
* update mindx requirements by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/76
* Add yolov8 model by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/79
* add yolov4 model by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/78
* fix model_zoo.md by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/80
* fix Supported Algorithms in README.md by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/81
* add yolov4 for init file and model_factory by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/82
* fix meshgrid bug in depoly. by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/83
* Model parsing adding key-value pairing method configuration parameters by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/85
* update deploy yolov4 & v8n by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/87
* update yolov8-x weight by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/91
* add yolox model by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/90
* add yolov4(mish-leakyrelu) yaml and weight by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/93
* revise GETTING_STARTED.md by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/89
* add s and m scale to yolox by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/95
* Add GettingStart.md Chinese version by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/96
* fix bug of config log by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/98
* add yolox-n weight by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/101
* comply PEP-8 pycodestyle by CaitinZhao in https://github.com/mindspore-lab/mindyolo/pull/99
* Add yolov8-s/m/l weight and modify some docs by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/103
* Add README.md Chinese version by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/100
* remove a useless colon by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/104
* update yolov8&yolov4 deploy weight by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/110
* add tutorials/modelarts_CN.md by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/108
* simplify yolov4 yaml;revise Residualblock by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/113
* fix a yolov7 import numpy bug by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/116
* fix deploy README from weight to ckpt by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/118
* add yolox l,x,darknet53 weight by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/121
* Add modelart tutorial EN version and revise CN version by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/119
* add training hook and apply it on yolox by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/123
* Adapt to MindSpore2.0 by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/127
* show path of registry modules by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/129
* update to lite 2.0 by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/132
* add finetune tutorial by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/124
* update readme algin with deploy lite 2.0 by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/138
* Add the profiler interface and move the summary code into the callback. by liuchuting in https://github.com/mindspore-lab/mindyolo/pull/134
* add modules test by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/136
* update readme by CaitinZhao in https://github.com/mindspore-lab/mindyolo/pull/145
* add tutorials/configuration.md by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/141
* add mkdocs files by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/150
* Add .github/workflows/docs.yml by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/149
* support online & ofline distributed inference by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/143
* update huaweiyun tutorial by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/152
* amend the link of a pic by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/153
* [Bugfix] Fix datasink mode accuracy zero bug by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/156
* cast ops.stack input to float32 by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/155
* enable test cases by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/160
* fix markdown grammar issue by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/159
* add fast coco eval api by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/164
* add test_create_loader by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/162
* update installation.md docs by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/165
* add write a new model file by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/167
* add augmentation and training process tutorial by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/173
* Fix Runtime error in distributed mode by zhtmike in https://github.com/mindspore-lab/mindyolo/pull/182
* add deploy predict test by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/180
* amend mkdocs's verison by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/183
* modify finetune tutorial by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/184
* update deploy predict to demo predict by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/185
* support non-strict load of pretrain model by zhtmike in https://github.com/mindspore-lab/mindyolo/pull/181
* fix yolov4 EvalWhileTrain bug by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/189
* update issue template by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/192
* add aot custom op to accelerate computing bbox_iou on GPU by panshaowu in https://github.com/mindspore-lab/mindyolo/pull/178
* fix a typo & and a note by chenyang23333 in https://github.com/mindspore-lab/mindyolo/pull/193
New Contributors
* liuchuting made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/55
* chenyang23333 made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/89
* zhtmike made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/182
**Full Changelog**: https://github.com/mindspore-lab/mindyolo/compare/v0.0.1-alpha...v0.2