org.tensorflow.op.image

Classes

AdjustContrast<T extends TNumber> Adjust the contrast of one or more images. 
AdjustHue<T extends TNumber> Adjust the hue of one or more images. 
AdjustSaturation<T extends TNumber> Adjust the saturation of one or more images. 
CombinedNonMaxSuppression Greedily selects a subset of bounding boxes in descending order of score,

This operation performs non_max_suppression on the inputs per batch, across all classes. 

CombinedNonMaxSuppression.Options Optional attributes for CombinedNonMaxSuppression  
CropAndResize Extracts crops from the input image tensor and resizes them. 
CropAndResize.Options Optional attributes for CropAndResize  
CropAndResizeGradBoxes Computes the gradient of the crop_and_resize op wrt the input boxes tensor. 
CropAndResizeGradBoxes.Options Optional attributes for CropAndResizeGradBoxes  
CropAndResizeGradImage<T extends TNumber> Computes the gradient of the crop_and_resize op wrt the input image tensor. 
CropAndResizeGradImage.Options Optional attributes for CropAndResizeGradImage  
DecodeAndCropJpeg Decode and Crop a JPEG-encoded image to a uint8 tensor. 
DecodeAndCropJpeg.Options Optional attributes for DecodeAndCropJpeg  
DecodeBmp Decode the first frame of a BMP-encoded image to a uint8 tensor. 
DecodeBmp.Options Optional attributes for DecodeBmp  
DecodeGif Decode the frame(s) of a GIF-encoded image to a uint8 tensor. 
DecodeImage<T extends TNumber> Function for decode_bmp, decode_gif, decode_jpeg, and decode_png. 
DecodeImage.Options Optional attributes for DecodeImage  
DecodeJpeg Decode a JPEG-encoded image to a uint8 tensor. 
DecodeJpeg.Options Optional attributes for DecodeJpeg  
DecodePng<T extends TNumber> Decode a PNG-encoded image to a uint8 or uint16 tensor. 
DecodePng.Options Optional attributes for DecodePng  
DrawBoundingBoxes<T extends TNumber> Draw bounding boxes on a batch of images. 
EncodeJpeg JPEG-encode an image. 
EncodeJpeg.Options Optional attributes for EncodeJpeg  
EncodeJpegVariableQuality JPEG encode input image with provided compression quality. 
EncodePng PNG-encode an image. 
EncodePng.Options Optional attributes for EncodePng  
ExtractGlimpse Extracts a glimpse from the input tensor. 
ExtractGlimpse.Options Optional attributes for ExtractGlimpse  
ExtractImagePatches<T extends TType> Extract `patches` from `images` and put them in the "depth" output dimension. 
ExtractJpegShape<T extends TNumber> Extract the shape information of a JPEG-encoded image. 
GenerateBoundingBoxProposals This op produces Region of Interests from given bounding boxes(bbox_deltas) encoded wrt anchors according to eq.2 in arXiv:1506.01497

The op selects top `pre_nms_topn` scoring boxes, decodes them with respect to anchors, applies non-maximal suppression on overlapping boxes with higher than `nms_threshold` intersection-over-union (iou) value, discarding boxes where shorter side is less than `min_size`. 

GenerateBoundingBoxProposals.Options Optional attributes for GenerateBoundingBoxProposals  
HsvToRgb<T extends TNumber> Convert one or more images from HSV to RGB. 
ImageProjectiveTransformV2<T extends TNumber> Applies the given transform to each of the images. 
ImageProjectiveTransformV2.Options Optional attributes for ImageProjectiveTransformV2  
ImageProjectiveTransformV3<T extends TNumber> Applies the given transform to each of the images. 
ImageProjectiveTransformV3.Options Optional attributes for ImageProjectiveTransformV3  
NearestNeighbors Selects the k nearest centers for each point. 
NonMaxSuppression<T extends TNumber> Greedily selects a subset of bounding boxes in descending order of score,

pruning away boxes that have high intersection-over-union (IOU) overlap with previously selected boxes. 

NonMaxSuppression.Options Optional attributes for NonMaxSuppression  
NonMaxSuppressionWithOverlaps Greedily selects a subset of bounding boxes in descending order of score,

pruning away boxes that have high overlaps with previously selected boxes. 

QuantizedResizeBilinear<T extends TType> Resize quantized `images` to `size` using quantized bilinear interpolation. 
QuantizedResizeBilinear.Options Optional attributes for QuantizedResizeBilinear  
RandomCrop<T extends TNumber> Randomly crop `image`. 
RandomCrop.Options Optional attributes for RandomCrop  
ResizeArea Resize `images` to `size` using area interpolation. 
ResizeArea.Options Optional attributes for ResizeArea  
ResizeBicubic Resize `images` to `size` using bicubic interpolation. 
ResizeBicubic.Options Optional attributes for ResizeBicubic  
ResizeBicubicGrad<T extends TNumber> Computes the gradient of bicubic interpolation. 
ResizeBicubicGrad.Options Optional attributes for ResizeBicubicGrad  
ResizeBilinear Resize `images` to `size` using bilinear interpolation. 
ResizeBilinear.Options Optional attributes for ResizeBilinear  
ResizeBilinearGrad<T extends TNumber> Computes the gradient of bilinear interpolation. 
ResizeBilinearGrad.Options Optional attributes for ResizeBilinearGrad  
ResizeNearestNeighbor<T extends TNumber> Resize `images` to `size` using nearest neighbor interpolation. 
ResizeNearestNeighbor.Options Optional attributes for ResizeNearestNeighbor  
ResizeNearestNeighborGrad<T extends TNumber> Computes the gradient of nearest neighbor interpolation. 
ResizeNearestNeighborGrad.Options Optional attributes for ResizeNearestNeighborGrad  
RgbToHsv<T extends TNumber> Converts one or more images from RGB to HSV. 
SampleDistortedBoundingBox<T extends TNumber> Generate a single randomly distorted bounding box for an image. 
SampleDistortedBoundingBox.Options Optional attributes for SampleDistortedBoundingBox  
ScaleAndTranslate  
ScaleAndTranslate.Options Optional attributes for ScaleAndTranslate  
ScaleAndTranslateGrad<T extends TNumber>  
ScaleAndTranslateGrad.Options Optional attributes for ScaleAndTranslateGrad  
StatelessSampleDistortedBoundingBox<T extends TNumber> Generate a randomly distorted bounding box for an image deterministically. 
StatelessSampleDistortedBoundingBox.Options Optional attributes for StatelessSampleDistortedBoundingBox