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
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| CropAndResize | Extracts crops from the input image tensor and resizes them. |
| CropAndResize.Options | Optional attributes for CropAndResize
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| CropAndResizeGradBoxes | Computes the gradient of the crop_and_resize op wrt the input boxes tensor. |
| CropAndResizeGradBoxes.Options | Optional attributes for CropAndResizeGradBoxes
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| CropAndResizeGradImage<T extends TNumber> | Computes the gradient of the crop_and_resize op wrt the input image tensor. |
| CropAndResizeGradImage.Options | Optional attributes for CropAndResizeGradImage
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| DecodeAndCropJpeg | Decode and Crop a JPEG-encoded image to a uint8 tensor. |
| DecodeAndCropJpeg.Options | Optional attributes for DecodeAndCropJpeg
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| DecodeBmp | Decode the first frame of a BMP-encoded image to a uint8 tensor. |
| DecodeBmp.Options | Optional attributes for DecodeBmp
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| 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
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| DecodeJpeg | Decode a JPEG-encoded image to a uint8 tensor. |
| DecodeJpeg.Options | Optional attributes for DecodeJpeg
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| DecodePng<T extends TNumber> | Decode a PNG-encoded image to a uint8 or uint16 tensor. |
| DecodePng.Options | Optional attributes for DecodePng
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| DrawBoundingBoxes<T extends TNumber> | Draw bounding boxes on a batch of images. |
| EncodeJpeg | JPEG-encode an image. |
| EncodeJpeg.Options | Optional attributes for EncodeJpeg
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| EncodeJpegVariableQuality | JPEG encode input image with provided compression quality. |
| EncodePng | PNG-encode an image. |
| EncodePng.Options | Optional attributes for EncodePng
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| ExtractGlimpse | Extracts a glimpse from the input tensor. |
| ExtractGlimpse.Options | Optional attributes for ExtractGlimpse
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| 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
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| 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
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| ImageProjectiveTransformV3<T extends TNumber> | Applies the given transform to each of the images. |
| ImageProjectiveTransformV3.Options | Optional attributes for ImageProjectiveTransformV3
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| 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
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| 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
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| RandomCrop<T extends TNumber> | Randomly crop `image`. |
| RandomCrop.Options | Optional attributes for RandomCrop
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| ResizeArea | Resize `images` to `size` using area interpolation. |
| ResizeArea.Options | Optional attributes for ResizeArea
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| ResizeBicubic | Resize `images` to `size` using bicubic interpolation. |
| ResizeBicubic.Options | Optional attributes for ResizeBicubic
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| ResizeBicubicGrad<T extends TNumber> | Computes the gradient of bicubic interpolation. |
| ResizeBicubicGrad.Options | Optional attributes for ResizeBicubicGrad
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| ResizeBilinear | Resize `images` to `size` using bilinear interpolation. |
| ResizeBilinear.Options | Optional attributes for ResizeBilinear
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| ResizeBilinearGrad<T extends TNumber> | Computes the gradient of bilinear interpolation. |
| ResizeBilinearGrad.Options | Optional attributes for ResizeBilinearGrad
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| ResizeNearestNeighbor<T extends TNumber> | Resize `images` to `size` using nearest neighbor interpolation. |
| ResizeNearestNeighbor.Options | Optional attributes for ResizeNearestNeighbor
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| ResizeNearestNeighborGrad<T extends TNumber> | Computes the gradient of nearest neighbor interpolation. |
| ResizeNearestNeighborGrad.Options | Optional attributes for ResizeNearestNeighborGrad
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| 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
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| ScaleAndTranslate | |
| ScaleAndTranslate.Options | Optional attributes for ScaleAndTranslate
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| ScaleAndTranslateGrad<T extends TNumber> | |
| ScaleAndTranslateGrad.Options | Optional attributes for ScaleAndTranslateGrad
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| StatelessSampleDistortedBoundingBox<T extends TNumber> | Generate a randomly distorted bounding box for an image deterministically. |
| StatelessSampleDistortedBoundingBox.Options | Optional attributes for StatelessSampleDistortedBoundingBox
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