vision.rst

API - Vision

.. automodule:: tensorlayerx.vision.transforms

Vision Transforms list

.. autosummary::

   ToTensor
   Compose

   Crop
   CentralCrop
   RandomCrop
   Pad
   PadToBoundingbox
   Resize
   RandomResizedCrop

   RgbToGray
   HsvToRgb
   RgbToHsv

   AdjustBrightness
   AdjustContrast
   AdjustHue
   AdjustSaturation
   RandomBrightness
   RandomContrast
   RandomHue
   RandomSaturation
   ColorJitter

   FlipHorizontal
   FlipVertical
   RandomFlipHorizontal
   RandomFlipVertical

   Rotation
   RandomRotation
   RandomShift
   RandomShear
   RandomZoom
   RandomAffine

   Transpose
   HWC2CHW
   CHW2HWC

   Normalize
   StandardizePerImage

.. automodule:: tensorlayerx.vision.utils

Vision IO list

.. autosummary::

   load_image
   save_image
   load_images
   save_images

Vision Transforms

ToTensor

.. autoclass:: tensorlayerx.vision.transforms.ToTensor

Compose

.. autoclass:: tensorlayerx.vision.transforms.Compose

Crop

.. autoclass:: tensorlayerx.vision.transforms.Crop

CentralCrop

.. autoclass:: tensorlayerx.vision.transforms.CentralCrop

RandomCrop

.. autoclass:: tensorlayerx.vision.transforms.RandomCrop

Pad

.. autoclass:: tensorlayerx.vision.transforms.Pad

PadToBoundingbox

.. autoclass:: tensorlayerx.vision.transforms.PadToBoundingbox

Resize

.. autoclass:: tensorlayerx.vision.transforms.Resize

RandomResizedCrop

.. autoclass:: tensorlayerx.vision.transforms.RandomResizedCrop

RgbToGray

.. autoclass:: tensorlayerx.vision.transforms.RgbToGray

HsvToRgb

.. autoclass:: tensorlayerx.vision.transforms.HsvToRgb

RgbToHsv

.. autoclass:: tensorlayerx.vision.transforms.RgbToHsv

AdjustBrightness

.. autoclass:: tensorlayerx.vision.transforms.AdjustBrightness

AdjustContrast

.. autoclass:: tensorlayerx.vision.transforms.AdjustContrast

AdjustHue

.. autoclass:: tensorlayerx.vision.transforms.AdjustHue

AdjustSaturation

.. autoclass:: tensorlayerx.vision.transforms.AdjustSaturation

RandomBrightness

.. autoclass:: tensorlayerx.vision.transforms.RandomBrightness

RandomContrast

.. autoclass:: tensorlayerx.vision.transforms.RandomContrast

RandomHue

.. autoclass:: tensorlayerx.vision.transforms.RandomHue

RandomSaturation

.. autoclass:: tensorlayerx.vision.transforms.RandomSaturation

ColorJitter

.. autoclass:: tensorlayerx.vision.transforms.ColorJitter

FlipHorizontal

.. autoclass:: tensorlayerx.vision.transforms.FlipHorizontal

FlipVertical

.. autoclass:: tensorlayerx.vision.transforms.FlipVertical

RandomFlipHorizontal

.. autoclass:: tensorlayerx.vision.transforms.RandomFlipHorizontal

RandomFlipVertical

.. autoclass:: tensorlayerx.vision.transforms.RandomFlipVertical

Rotation

.. autoclass:: tensorlayerx.vision.transforms.Rotation

RandomRotation

.. autoclass:: tensorlayerx.vision.transforms.RandomRotation

RandomShift

.. autoclass:: tensorlayerx.vision.transforms.RandomShift

RandomShear

.. autoclass:: tensorlayerx.vision.transforms.RandomShear

RandomZoom

.. autoclass:: tensorlayerx.vision.transforms.RandomZoom

RandomAffine

.. autoclass:: tensorlayerx.vision.transforms.RandomAffine

Transpose

.. autoclass:: tensorlayerx.vision.transforms.Transpose

HWC2CHW

.. autoclass:: tensorlayerx.vision.transforms.HWC2CHW

CHW2HWC

.. autoclass:: tensorlayerx.vision.transforms.CHW2HWC

Normalize

.. autoclass:: tensorlayerx.vision.transforms.Normalize

StandardizePerImage

.. autoclass:: tensorlayerx.vision.transforms.StandardizePerImage

Vision IO

load_image

.. autoclass:: load_image

save_image

.. autoclass:: save_image

load_images

.. autoclass:: load_images

save_image

.. autoclass:: save_images