/** * @license * Copyright 2020 Google LLC. All Rights Reserved. * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. * ============================================================================= */ import * as util from '../util'; function nonMaxSuppSanityCheck(boxes, scores, maxOutputSize, iouThreshold, scoreThreshold, softNmsSigma) { if (iouThreshold == null) { iouThreshold = 0.5; } if (scoreThreshold == null) { scoreThreshold = Number.NEGATIVE_INFINITY; } if (softNmsSigma == null) { softNmsSigma = 0.0; } const numBoxes = boxes.shape[0]; maxOutputSize = Math.min(maxOutputSize, numBoxes); util.assert(0 <= iouThreshold && iouThreshold <= 1, () => `iouThreshold must be in [0, 1], but was '${iouThreshold}'`); util.assert(boxes.rank === 2, () => `boxes must be a 2D tensor, but was of rank '${boxes.rank}'`); util.assert(boxes.shape[1] === 4, () => `boxes must have 4 columns, but 2nd dimension was ${boxes.shape[1]}`); util.assert(scores.rank === 1, () => 'scores must be a 1D tensor'); util.assert(scores.shape[0] === numBoxes, () => `scores has incompatible shape with boxes. Expected ${numBoxes}, ` + `but was ${scores.shape[0]}`); util.assert(0 <= softNmsSigma && softNmsSigma <= 1, () => `softNmsSigma must be in [0, 1], but was '${softNmsSigma}'`); return { maxOutputSize, iouThreshold, scoreThreshold, softNmsSigma }; } export { nonMaxSuppSanityCheck }; //# 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tcbiJdfQ==