MCPcopy Create free account

hub / github.com/DataXujing/YOLOv8 / functions

Functions814 in github.com/DataXujing/YOLOv8

⨍ Functions 814◇ Types & classes 117
Method__call__
(self, source=None, model=None)
ultralytics/yolo/engine/predictor.py:150
Method__call__
Supports validation of a pre-trained model if passed or a model being trained if trainer is passed (trainer gets priority).
ultralytics/yolo/engine/validator.py:76
Method__call__
(self, source, **kwargs)
ultralytics/yolo/engine/model.py:57
Method__call__
(self, preds, batch)
ultralytics/yolo/v8/segment/train.py:67
Method__call__
(self, preds, batch)
ultralytics/yolo/v8/detect/train.py:152
Method__del__
(self)
ultralytics/hub/session.py:47
Method__enter__
(self)
ultralytics/yolo/utils/files.py:18
Method__enter__
(self)
ultralytics/yolo/utils/__init__.py:291
Method__enter__
(self)
ultralytics/yolo/utils/ops.py:25
Method__exit__
(self, exc_type, exc_val, exc_tb)
ultralytics/yolo/utils/files.py:21
Method__exit__
(self, exc_type, value, traceback)
ultralytics/yolo/utils/__init__.py:294
Method__exit__
(self, type, value, traceback)
ultralytics/yolo/utils/ops.py:29
Method__getitem__
Args: index: int, slice, or a BoolArray Returns: Bboxes: Create a new :class:`Bboxes` by indexing.
ultralytics/yolo/utils/instance.py:150
Method__getitem__
Args: index: int, slice, or a BoolArray Returns: Instances: Create a new :class:`Instances` by indexing.
ultralytics/yolo/utils/instance.py:238
Method__getitem__
(self, index)
ultralytics/yolo/data/base.py:178
Method__getitem__
(self, i)
ultralytics/yolo/data/dataset.py:201
Method__getitem__
(self, index)
ultralytics/yolo/data/dataset_wrappers.py:24
Method__getitem__
(self, index)
ultralytics/yolo/data/dataloaders/v5loader.py:657
Method__getitem__
(self, i)
ultralytics/yolo/data/dataloaders/v5loader.py:1175
Method__init__
(self)
ultralytics/yolo/utils/loss.py:13
Method__init__
(self, model, decay=0.9999, tau=2000, updates=0)
ultralytics/yolo/utils/torch_utils.py:248
Method__init__
(self)
ultralytics/yolo/utils/plotting.py:24
Method__init__
(self, im, line_width=None, font_size=None, font='Arial.ttf', pil=False, example='abc')
ultralytics/yolo/utils/plotting.py:45
Method__init__
(self, new_dir)
ultralytics/yolo/utils/files.py:14
Method__init__
(self, msg='')
ultralytics/yolo/utils/__init__.py:288
Method__init__
(self, t=0.0)
ultralytics/yolo/utils/ops.py:21
Method__init__
(self, loss_fcn, gamma=1.5, alpha=0.25)
ultralytics/yolo/utils/metrics.py:139
Method__init__
(self, nc, conf=0.25, iou_thres=0.45)
ultralytics/yolo/utils/metrics.py:169
Method__init__
(self, save_dir=Path("."), plot=False, names=())
ultralytics/yolo/utils/metrics.py:499
Method__init__
(self, save_dir=Path("."), plot=False, names=())
ultralytics/yolo/utils/metrics.py:538
Method__init__
(self)
ultralytics/yolo/utils/metrics.py:596
Method__init__
(self, bboxes, format="xyxy")
ultralytics/yolo/utils/instance.py:35
Method__init__
Args: bboxes (ndarray): bboxes with shape [N, 4]. segments (list | ndarray): segments. keypoints (ndarray
ultralytics/yolo/utils/instance.py:167
Method__init__
(self, topk=13, num_classes=80, alpha=1.0, beta=6.0, eps=1e-9)
ultralytics/yolo/utils/tal.py:58
Method__init__
(self, *args, **kwargs)
ultralytics/yolo/data/build.py:22
Method__init__
( self, img_path, imgsz=640, label_path=None, cache=False, aug
ultralytics/yolo/data/base.py:27
Method__init__
(self, root, augment, imgsz, cache=False)
ultralytics/yolo/data/dataset.py:193
Method__init__
(self)
ultralytics/yolo/data/dataset.py:224
Method__init__
(self, dataset)
ultralytics/yolo/data/dataset_wrappers.py:17
Method__init__
(self)
ultralytics/yolo/data/augment.py:23
Method__init__
(self, transforms)
ultralytics/yolo/data/augment.py:43
Method__init__
(self, dataset, pre_transform=None, p=0.0)
ultralytics/yolo/data/augment.py:69
Method__init__
(self, dataset, imgsz=640, p=1.0, border=(0, 0))
ultralytics/yolo/data/augment.py:111
Method__init__
(self, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, border=(0, 0))
ultralytics/yolo/data/augment.py:204
Method__init__
(self, hgain=0.5, sgain=0.5, vgain=0.5)
ultralytics/yolo/data/augment.py:380
Method__init__
(self, p=0.5, direction="horizontal")
ultralytics/yolo/data/augment.py:404
Method__init__
(self, new_shape=(640, 640), auto=False, scaleFill=False, scaleup=True, stride=32)
ultralytics/yolo/data/augment.py:434
Method__init__
(self, p=0.5)
ultralytics/yolo/data/augment.py:497
Method__init__
(self, p=1.0)
ultralytics/yolo/data/augment.py:535
Method__init__
(self, bbox_format="xywh", normalize=True, return_mask=Fals
ultralytics/yolo/data/augment.py:579
Method__init__
(self, size=(640, 640), auto=False, stride=32)
ultralytics/yolo/data/augment.py:736
Method__init__
(self, size=640)
ultralytics/yolo/data/augment.py:755
Method__init__
(self, half=False)
ultralytics/yolo/data/augment.py:768
Method__init__
(self, *args, **kwargs)
ultralytics/yolo/data/dataloaders/v5loader.py:166
Method__init__
(self, sampler)
ultralytics/yolo/data/dataloaders/v5loader.py:186
Method__init__
(self, source, img_size=640, stride=32, auto=True, transforms=None)
ultralytics/yolo/data/dataloaders/v5loader.py:196
Method__init__
(self, sources='file.streams', img_size=640, stride=32, auto=True, transforms=None, vid_stride=1)
ultralytics/yolo/data/dataloaders/v5loader.py:348
Method__init__
(self, path, img_size=640, batch_size=16,
ultralytics/yolo/data/dataloaders/v5loader.py:443
Method__init__
(self, path='coco128.yaml', autodownload=False)
ultralytics/yolo/data/dataloaders/v5loader.py:1052
Method__init__
(self, root, augment, imgsz, cache=False)
ultralytics/yolo/data/dataloaders/v5loader.py:1167
Method__init__
(self, size=640)
ultralytics/yolo/data/dataloaders/v5augmentations.py:26
Method__init__
(self, size=(640, 640), auto=False, stride=32)
ultralytics/yolo/data/dataloaders/v5augmentations.py:361
Method__init__
(self, size=640)
ultralytics/yolo/data/dataloaders/v5augmentations.py:380
Method__init__
(self, sources='file.streams', imgsz=640, stride=32, auto=True, transforms=None, vid_stride=1)
ultralytics/yolo/data/dataloaders/stream_loaders.py:23
Method__init__
(self, source, imgsz=640, stride=32, auto=True, transforms=None)
ultralytics/yolo/data/dataloaders/stream_loaders.py:109
Method__init__
(self, path, imgsz=640, stride=32, auto=True, transforms=None, vid_stride=1)
ultralytics/yolo/data/dataloaders/stream_loaders.py:158
Method__init__
Initializes the BasePredictor class. Args: config (str, optional): Path to a configuration file. Defaults to DEFAULT_CON
ultralytics/yolo/engine/predictor.py:65
Method__init__
Initializes a BaseValidator instance. Args: dataloader (torch.utils.data.DataLoader): Dataloader to be used for validati
ultralytics/yolo/engine/validator.py:41
Method__init__
(self, model, im)
ultralytics/yolo/engine/exporter.py:376
Method__init__
> Initializes the BaseTrainer class. Args: config (str, optional): Path to a configuration file. Defaults to DEFAULT_CON
ultralytics/yolo/engine/trainer.py:76
Method__init__
> Initializes the YOLO object. Args: model (str, Path): model to load or create type (str): Type/version of
ultralytics/yolo/engine/model.py:33
Method__init__
(self, dataloader=None, save_dir=None, pbar=None, logger=None, args=None)
ultralytics/yolo/v8/classify/val.py:13
Method__init__
(self, config=DEFAULT_CONFIG, overrides=None)
ultralytics/yolo/v8/classify/train.py:17
Method__init__
(self, dataloader=None, save_dir=None, pbar=None, logger=None, args=None)
ultralytics/yolo/v8/segment/val.py:22
Method__init__
(self, config=DEFAULT_CONFIG, overrides={})
ultralytics/yolo/v8/segment/train.py:23
Method__init__
(self, dataloader=None, save_dir=None, pbar=None, logger=None, args=None)
ultralytics/yolo/v8/detect/val.py:22
Method__init__
(self, model)
ultralytics/yolo/v8/detect/train.py:110
Method__init__
(self, api_key=None)
ultralytics/hub/auth.py:14
Method__init__
(self, model_id, auth)
ultralytics/hub/session.py:35
Method__init__
(self, cfg='yolov8n-seg.yaml', ch=3, nc=None, verbose=True)
ultralytics/nn/tasks.py:223
Method__init__
(self, cfg=None, model=None, ch=3, nc=1000
ultralytics/nn/tasks.py:229
Method__init__
(self, c1, c2, k=1, s=1, p=None, g=1, d=1, act=True)
ultralytics/nn/modules.py:45
Method__init__
(self, c1, c2, k=1, s=1, d=1, act=True)
ultralytics/nn/modules.py:60
Method__init__
(self, c1, c2, k=1, s=1, p1=0, p2=0)
ultralytics/nn/modules.py:66
Method__init__
(self, c1, c2, k=2, s=2, p=0, bn=True, act=True)
ultralytics/nn/modules.py:74
Method__init__
(self, c1=16)
ultralytics/nn/modules.py:86
Method__init__
(self, c, num_heads)
ultralytics/nn/modules.py:101
Method__init__
(self, c1, c2, num_heads, num_layers)
ultralytics/nn/modules.py:118
Method__init__
(self, c1, c2, shortcut=True, g=1, k=(3, 3), e=0.5)
ultralytics/nn/modules.py:137
Method__init__
(self, c1, c2, n=1, shortcut=True, g=1, e=0.5)
ultralytics/nn/modules.py:150
Method__init__
(self, c1, c2, n=1, shortcut=True, g=1, e=0.5)
ultralytics/nn/modules.py:183
Method__init__
(self, c1, c2, n=1, shortcut=False, g=1, e=0.5)
ultralytics/nn/modules.py:198
Method__init__
(self, channels: int)
ultralytics/nn/modules.py:213
Method__init__
(self, kernel_size=7)
ultralytics/nn/modules.py:225
Method__init__
(self, c1, ratio=16, kernel_size=7)
ultralytics/nn/modules.py:238
Method__init__
(self, c1, c2, n=1)
ultralytics/nn/modules.py:249
Method__init__
(self, c1, c2, n=1, shortcut=True, g=1, e=0.5)
ultralytics/nn/modules.py:261
Method__init__
(self, c1, c2, n=1, shortcut=True, g=1, e=0.5)
ultralytics/nn/modules.py:269
Method__init__
(self, c1, c2, n=1, shortcut=True, g=1, e=0.5)
ultralytics/nn/modules.py:277
Method__init__
(self, c1, c2, k=(5, 9, 13))
ultralytics/nn/modules.py:285
← previousnext →401–500 of 814, ranked by callers