junqiangchen / Image-Segmentation-Loss-Functions

some loss functions of image segmentation

ImageSegment Loss Function

There are some loss functions of 3D ImageSegment and 2D ImageSegment

How to Use

i have reimplemented the image segmentation loss functions with tensorflow1.8.0.

there are binary_crossentropy,dice_loss,tversky_loss,focal_tversky,generalised_dice_loss,surface_loss,focal_loss_sigmod all has 2d and 3d version.

including categorical loss functions of crossentropy,dice_loss,focal_loss etc.

MS-SSIM loss and SSIM loss for calculating image similarity

Contact

• https://github.com/junqiangchen
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