mmdetection/mmdet/models/losses/__init__.py

# Copyright (c) OpenMMLab. All rights reserved.
from .accuracy import Accuracy, accuracy
from .ae_loss import AssociativeEmbeddingLoss
from .balanced_l1_loss import BalancedL1Loss, balanced_l1_loss
from .cross_entropy_loss import (CrossEntropyLoss, binary_cross_entropy,
                                 cross_entropy, mask_cross_entropy)
from .dice_loss import DiceLoss
from .eqlv2_loss import EQLV2Loss
from .focal_loss import FocalLoss, sigmoid_focal_loss
from .gaussian_focal_loss import GaussianFocalLoss
from .gfocal_loss import DistributionFocalLoss, QualityFocalLoss
from .ghm_loss import GHMC, GHMR
from .iou_loss import (BoundedIoULoss, CIoULoss, DIoULoss, EIoULoss, GIoULoss,
                       IoULoss, SIoULoss, bounded_iou_loss, iou_loss)
from .kd_loss import KnowledgeDistillationKLDivLoss
from .l2_loss import L2Loss
from .margin_loss import MarginL2Loss
from .mse_loss import MSELoss, mse_loss
from .multipos_cross_entropy_loss import MultiPosCrossEntropyLoss
from .pisa_loss import carl_loss, isr_p
from .seesaw_loss import SeesawLoss
from .smooth_l1_loss import L1Loss, SmoothL1Loss, l1_loss, smooth_l1_loss
from .triplet_loss import TripletLoss
from .utils import reduce_loss, weight_reduce_loss, weighted_loss
from .varifocal_loss import VarifocalLoss

__all__ = [
    'accuracy', 'Accuracy', 'cross_entropy', 'binary_cross_entropy',
    'mask_cross_entropy', 'CrossEntropyLoss', 'sigmoid_focal_loss',
    'FocalLoss', 'smooth_l1_loss', 'SmoothL1Loss', 'balanced_l1_loss',
    'BalancedL1Loss', 'mse_loss', 'MSELoss', 'iou_loss', 'bounded_iou_loss',
    'IoULoss', 'BoundedIoULoss', 'GIoULoss', 'DIoULoss', 'CIoULoss',
    'EIoULoss', 'SIoULoss', 'GHMC', 'GHMR', 'reduce_loss',
    'weight_reduce_loss', 'weighted_loss', 'L1Loss', 'l1_loss', 'isr_p',
    'carl_loss', 'AssociativeEmbeddingLoss', 'GaussianFocalLoss',
    'QualityFocalLoss', 'DistributionFocalLoss', 'VarifocalLoss',
    'KnowledgeDistillationKLDivLoss', 'SeesawLoss', 'DiceLoss', 'EQLV2Loss',
    'MarginL2Loss', 'MultiPosCrossEntropyLoss', 'L2Loss', 'TripletLoss'
]