(5.x) Merge 4.x #1119
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(5.x) Merge 4.x #1119
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New sanity data for resize interarea perfomance test.
…erElements_ONNX Merge with opencv/opencv#24092 This pull request serves as an addition to the pull request "GSoC Add ONNX Support for GatherElements #24092", which is submitted to the original OpenCV repository. It contains three tests to the GatherElements operator. The three tests are sourced from: * https://github.com/onnx/onnx/tree/main/onnx/backend/test/data/node/test_gather_elements_0 * https://github.com/onnx/onnx/tree/main/onnx/backend/test/data/node/test_gather_elements_1 * https://github.com/onnx/onnx/tree/main/onnx/backend/test/data/node/test_gather_elements_negative_indices And the models were configured using the code provided by Yuantao Feng at https://github.com/fengyuentau/onnx_utils to confirm output shape in pre-run. --- Reference outputs for `optical_flow_estimation_raft_2023aug.onnx` is generated with the following script: ```python import cv2 as cv import numpy as np img1 = cv.imread("./opencv_extra/testdata/gpu/opticalflow/frame0.png") img2 = cv.imread("./opencv_extra/testdata/gpu/opticalflow/frame1.png") img1_blob = cv.cvtColor(img1, cv.COLOR_BGR2RGB) img1_blob = cv.resize(img1_blob, (480, 360)) # source: (1, 3, 388, 584) # target: 1, 3, 360, 480 img1_blob = cv.dnn.blobFromImage(img1_blob) # source: (1, 3, 388, 584) # target: 1, 3, 360, 480 img2_blob = cv.cvtColor(img2, cv.COLOR_BGR2RGB) img2_blob = cv.resize(img2_blob, (480, 360)) img2_blob = cv.dnn.blobFromImage(img2_blob) print(img1_blob.shape, img2_blob.shape) import onnxruntime as ort net = ort.InferenceSession("optical_flow_estimation_raft_2023aug.onnx", providers=["CPUExecutionProvider"]) output = net.run(["12007", "12006"], {"0": img1_blob, "1": img2_blob}) np.save("output_optical_flow_estimation_raft_2023aug_0.npy", output[0]) np.save("output_optical_flow_estimation_raft_2023aug_1.npy", output[1]) print(output[0].shape) print(output[1].shape) ```
…ce-flag Added test for cumsum exclusive inplace
Test case for Einsum ellipse functionality opencv#1106 This PR contains test case for Einsum Ellipses addition patch [#24322](opencv/opencv#24322)
This was referenced Nov 2, 2023
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#1082 from Aser-Abdelfatah:GSoC_Support_GatherElements_ONNX
#1106 from Abdurrahheem:ash/dev_einsum_ellips
#1108 from asmorkalov:as/resize_interarea_perf
#1110 from alexlyulkov:al/fixed-cumsum-inplace-flag
Previous "Merge 4.x": #1109