Mindyolo

What's Changed
* Add IoU custom operators example on GPU by panshaowu in https://github.com/mindspore-lab/mindyolo/pull/194
* Add YOLOv8x Segmentation by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/196
* Update predict.py so that it can support verious platforms by Linorman in https://github.com/mindspore-lab/mindyolo/pull/198
* fix yolov8x-seg bug by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/197
* Detection task adapt new data processing by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/200
* Modify simple use cases in model definition by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/205
* fix detection label visualization by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/208
* fix meshgrid in version 2.1 by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/211
* fix yolov8-seg non-overlap data format bug by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/209
* fix data.utils.segment2box bug by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/215
* add mindspore native graph infer & onnx runtime infer engine by ltcs11 in https://github.com/mindspore-lab/mindyolo/pull/216
* modify _clip_coords to in-place operation by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/220
* modify links of document by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/225
* add issue template by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/223
* fix OOM of run_eval mode by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/248
* fix single label error by dwdcth in https://github.com/mindspore-lab/mindyolo/pull/231
* add finetune_visdrone by huilin16 in https://github.com/mindspore-lab/mindyolo/pull/244
* fix yolox yaml by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/255
* fix hw_scale keyerror by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/257
* fix setup.py by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/264
* fix np.int by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/269
* delete help_url by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/286
* delete device_per_servers, only used for log by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/289
* avoid forced update for yolov8s by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/291
* fix yolox_loss num_class to nc by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/293
* limit ci numpy version by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/297
* use GE backend for graph mode by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/296
* Revert "use GE backend for graph mode" by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/299
* add jit config level O2 for training scripts by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/302
* avoid forced update for yolov8n by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/305
* fix docs deploy by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/316
* Car_detection_example by guluguluhhhh in https://github.com/mindspore-lab/mindyolo/pull/315
* update mindyolo readme by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/317
* avoid force update for yolov8l yolov8m yolov8x by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/328
* docs: refactor doc files to present better doc pages by ChongWei905 in https://github.com/mindspore-lab/mindyolo/pull/334
* fix yolo data iteration error by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/341
* fix relative problem in readme by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/332
* fix yolov7's MaxPool2d's bug by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/346
* adjust to msrun command by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/355
* add finetune single_class_dataset by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/351
* add scale for loss hyps by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/357
* Revert "fix yolov7's MaxPool2d's bug" by CaitinZhao in https://github.com/mindspore-lab/mindyolo/pull/359
* fix yolov7's MaxPool2d's bug by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/361
* fix yolov7's MaxPool2d's bug by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/364
* update deploy readme and scripts by vigo999 in https://github.com/mindspore-lab/mindyolo/pull/366
* add version info for examples by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/368
* fix difference bewtween high version albumentations by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/376
* fix scale for loss hyps by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/374
* fix yolov8x-segment bug by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/378
* fix yolox attribute error by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/383
* update readme for ms2.3.1 by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/381
* add carparts seg example by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/387
* add version info for examples by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/379
* add yolov9 by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/389
* support yolov5 1280p by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/386
* Feature: support yolov10 by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/372
* fix is_coco_dataset judgment condition by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/399
* remove gpu's description in md by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/401
* add readme for converting to mslite mindir file by zangqx-2024 in https://github.com/mindspore-lab/mindyolo/pull/403
* improve yolo performance by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/409
* fix pages bugs by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/410
* predictr v10 without running nms by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/412
* Update predict.py for support v9\v10 by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/423
* fix sample['segments'] bug by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/429
* update readme for ms2.5.0 by WongGawa in https://github.com/mindspore-lab/mindyolo/pull/431
* add yolo11 by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/432
* add yolo11 by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/434
* align master to 0.5.0 by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/436
* update set_context API for ms2.5 version by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/435
* fix set_device twice bug by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/438

New Contributors
* Linorman made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/198
* ltcs11 made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/216
* dwdcth made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/231
* huilin16 made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/244
* guluguluhhhh made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/315
* ChongWei905 made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/334
* vigo999 made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/366
* zangqx-2024 made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/403

**Full Changelog**: https://github.com/mindspore-lab/mindyolo/compare/v0.2...v0.5.0

What's Changed
* Add IoU custom operators example on GPU by panshaowu in https://github.com/mindspore-lab/mindyolo/pull/194
* Add YOLOv8x Segmentation by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/196
* Update predict.py so that it can support verious platforms by Linorman in https://github.com/mindspore-lab/mindyolo/pull/198
* fix yolov8x-seg bug by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/197
* Detection task adapt new data processing by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/200
* Modify simple use cases in model definition by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/205
* fix detection label visualization by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/208
* fix meshgrid in version 2.1 by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/211
* fix yolov8-seg non-overlap data format bug by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/209
* fix data.utils.segment2box bug by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/215
* add mindspore native graph infer & onnx runtime infer engine by ltcs11 in https://github.com/mindspore-lab/mindyolo/pull/216
* modify _clip_coords to in-place operation by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/220
* modify links of document by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/225
* add issue template by Ash-Lee233 in https://github.com/mindspore-lab/mindyolo/pull/223
* fix OOM of run_eval mode by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/248
* fix single label error by dwdcth in https://github.com/mindspore-lab/mindyolo/pull/231
* add finetune_visdrone by huilin16 in https://github.com/mindspore-lab/mindyolo/pull/244
* fix yolox yaml by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/255
* modify supported mindspore edition by yuedongli1 in https://github.com/mindspore-lab/mindyolo/pull/260
* Modify mindyolo version to 0.3.0 by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/262

New Contributors
* Linorman made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/198
* ltcs11 made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/216
* dwdcth made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/231
* huilin16 made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/244

**Full Changelog**: https://github.com/mindspore-lab/mindyolo/compare/v0.2...v0.3

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

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 hook for training process by Mark-ZhouWX in https://github.com/mindspore-lab/mindyolo/pull/126
* update readme on branch r0.1 by zhanghuiyao in https://github.com/mindspore-lab/mindyolo/pull/146

New Contributors
* chenyang23333 made their first contribution in https://github.com/mindspore-lab/mindyolo/pull/89

**Full Changelog**: https://github.com/mindspore-lab/mindyolo/compare/v0.0.1-alpha...v0.1