// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2020 THL A29 Limited, a Tencent company. All rights reserved. // // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except // in compliance with the License. You may obtain a copy of the License at // // https://opensource.org/licenses/BSD-3-Clause // // 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. #include "mat.h" #include "prng.h" #include static struct prng_rand_t g_prng_rand_state; #define SRAND(seed) prng_srand(seed, &g_prng_rand_state) #define RAND() prng_rand(&g_prng_rand_state) static ncnn::Mat RandomMat(int w, int h, int elempack) { ncnn::Mat m(w, h, (size_t)elempack, elempack); unsigned char* p = m; for (int i = 0; i < w * h * elempack; i++) { p[i] = RAND() % 256; } return m; } static ncnn::Mat FilledMat(int w, int h, int elempack, unsigned char v) { ncnn::Mat m(w, h, (size_t)elempack, elempack); unsigned char* p = m; for (int i = 0; i < w * h * elempack; i++) { p[i] = v; } return m; } static int test_mat_pixel_gray(int w, int h) { int pixel_type_from[5] = {ncnn::Mat::PIXEL_GRAY, ncnn::Mat::PIXEL_GRAY2RGB, ncnn::Mat::PIXEL_GRAY2BGR, ncnn::Mat::PIXEL_GRAY2RGBA, ncnn::Mat::PIXEL_GRAY2BGRA}; int pixel_type_to[5] = {ncnn::Mat::PIXEL_GRAY, ncnn::Mat::PIXEL_RGB2GRAY, ncnn::Mat::PIXEL_BGR2GRAY, ncnn::Mat::PIXEL_RGBA2GRAY, ncnn::Mat::PIXEL_BGRA2GRAY}; ncnn::Mat a = RandomMat(w, h, 1); // FIXME enable more convert types for (int i = 0; i < 1; i++) { ncnn::Mat m = ncnn::Mat::from_pixels(a, pixel_type_from[i], w, h); ncnn::Mat b(w, h, (size_t)1u, 1); m.to_pixels(b, pixel_type_to[i]); if (memcmp(a, b, w * h * 1) != 0) { fprintf(stderr, "test_mat_pixel_gray failed w=%d h=%d pixel_type=%d\n", w, h, i); return -1; } } return 0; } static int test_mat_pixel_rgb(int w, int h) { int pixel_type_from[4] = {ncnn::Mat::PIXEL_RGB, ncnn::Mat::PIXEL_RGB2BGR, ncnn::Mat::PIXEL_RGB2RGBA, ncnn::Mat::PIXEL_RGB2BGRA}; int pixel_type_to[4] = {ncnn::Mat::PIXEL_RGB, ncnn::Mat::PIXEL_BGR2RGB, ncnn::Mat::PIXEL_RGBA2RGB, ncnn::Mat::PIXEL_BGRA2RGB}; ncnn::Mat a = RandomMat(w, h, 3); // FIXME enable more convert types for (int i = 0; i < 2; i++) { ncnn::Mat m = ncnn::Mat::from_pixels(a, pixel_type_from[i], w, h); ncnn::Mat b(w, h, (size_t)3u, 3); m.to_pixels(b, pixel_type_to[i]); if (memcmp(a, b, w * h * 3) != 0) { fprintf(stderr, "test_mat_pixel_rgb failed w=%d h=%d pixel_type=%d\n", w, h, i); return -1; } } return 0; } static int test_mat_pixel_bgr(int w, int h) { int pixel_type_from[4] = {ncnn::Mat::PIXEL_BGR, ncnn::Mat::PIXEL_BGR2RGB, ncnn::Mat::PIXEL_BGR2RGBA, ncnn::Mat::PIXEL_BGR2BGRA}; int pixel_type_to[4] = {ncnn::Mat::PIXEL_BGR, ncnn::Mat::PIXEL_RGB2BGR, ncnn::Mat::PIXEL_RGBA2BGR, ncnn::Mat::PIXEL_BGRA2BGR}; ncnn::Mat a = RandomMat(w, h, 3); // FIXME enable more convert types for (int i = 0; i < 2; i++) { ncnn::Mat m = ncnn::Mat::from_pixels(a, pixel_type_from[i], w, h); ncnn::Mat b(w, h, (size_t)3u, 3); m.to_pixels(b, pixel_type_to[i]); if (memcmp(a, b, w * h * 3) != 0) { fprintf(stderr, "test_mat_pixel_bgr failed w=%d h=%d pixel_type=%d\n", w, h, i); return -1; } } return 0; } static int test_mat_pixel_rgba(int w, int h) { int pixel_type_from[2] = {ncnn::Mat::PIXEL_RGBA, ncnn::Mat::PIXEL_RGBA2BGRA}; int pixel_type_to[2] = {ncnn::Mat::PIXEL_RGBA, ncnn::Mat::PIXEL_BGRA2RGBA}; ncnn::Mat a = RandomMat(w, h, 4); for (int i = 0; i < 2; i++) { ncnn::Mat m = ncnn::Mat::from_pixels(a, pixel_type_from[i], w, h); ncnn::Mat b(w, h, (size_t)4u, 4); m.to_pixels(b, pixel_type_to[i]); if (memcmp(a, b, w * h * 4) != 0) { fprintf(stderr, "test_mat_pixel_rgba failed w=%d h=%d pixel_type=%d\n", w, h, i); return -1; } } return 0; } static int test_mat_pixel_bgra(int w, int h) { int pixel_type_from[2] = {ncnn::Mat::PIXEL_BGRA, ncnn::Mat::PIXEL_BGRA2RGBA}; int pixel_type_to[2] = {ncnn::Mat::PIXEL_BGRA, ncnn::Mat::PIXEL_RGBA2BGRA}; ncnn::Mat a = RandomMat(w, h, 4); for (int i = 0; i < 2; i++) { ncnn::Mat m = ncnn::Mat::from_pixels(a, pixel_type_from[i], w, h); ncnn::Mat b(w, h, (size_t)4u, 4); m.to_pixels(b, pixel_type_to[i]); if (memcmp(a, b, w * h * 4) != 0) { fprintf(stderr, "test_mat_pixel_bgra failed w=%d h=%d pixel_type=%d\n", w, h, i); return -1; } } return 0; } static int test_mat_pixel_roi_gray(int w, int h, int roix, int roiy, int roiw, int roih) { ncnn::Option opt; opt.num_threads = 1; int pixel_type_from[5] = {ncnn::Mat::PIXEL_GRAY, ncnn::Mat::PIXEL_GRAY2RGB, ncnn::Mat::PIXEL_GRAY2BGR, ncnn::Mat::PIXEL_GRAY2RGBA, ncnn::Mat::PIXEL_GRAY2BGRA}; int pixel_type_to[5] = {ncnn::Mat::PIXEL_GRAY, ncnn::Mat::PIXEL_RGB2GRAY, ncnn::Mat::PIXEL_BGR2GRAY, ncnn::Mat::PIXEL_RGBA2GRAY, ncnn::Mat::PIXEL_BGRA2GRAY}; ncnn::Mat a = RandomMat(w, h, 1); ncnn::Mat a2; ncnn::convert_packing(a.reshape(w, h, 1), a2, 1, opt); // FIXME enable more convert types for (int i = 0; i < 1; i++) { ncnn::Mat m = ncnn::Mat::from_pixels_roi(a, pixel_type_from[i], w, h, roix, roiy, roiw, roih); ncnn::Mat b(roiw, roih, (size_t)1u, 1); m.to_pixels(b, pixel_type_to[i]); ncnn::Mat b2; ncnn::Mat c2; ncnn::copy_cut_border(a2, b2, roiy, h - (roiy + roih), roix, w - (roix + roiw), opt); ncnn::convert_packing(b2, c2, 1, opt); if (memcmp(b, c2, roiw * roih * 1) != 0) { fprintf(stderr, "test_mat_pixel_roi_gray failed w=%d h=%d roi=[%d %d %d %d] pixel_type=%d\n", w, h, roix, roiy, roiw, roih, i); return -1; } } return 0; } static int test_mat_pixel_roi_rgb(int w, int h, int roix, int roiy, int roiw, int roih) { ncnn::Option opt; opt.num_threads = 1; int pixel_type_from[4] = {ncnn::Mat::PIXEL_RGB, ncnn::Mat::PIXEL_RGB2BGR, ncnn::Mat::PIXEL_RGB2RGBA, ncnn::Mat::PIXEL_RGB2BGRA}; int pixel_type_to[4] = {ncnn::Mat::PIXEL_RGB, ncnn::Mat::PIXEL_BGR2RGB, ncnn::Mat::PIXEL_RGBA2RGB, ncnn::Mat::PIXEL_BGRA2RGB}; ncnn::Mat a = RandomMat(w, h, 3); ncnn::Mat a2; ncnn::convert_packing(a.reshape(w, h, 1), a2, 1, opt); // FIXME enable more convert types for (int i = 0; i < 2; i++) { ncnn::Mat m = ncnn::Mat::from_pixels_roi(a, pixel_type_from[i], w, h, roix, roiy, roiw, roih); ncnn::Mat b(roiw, roih, (size_t)3u, 3); m.to_pixels(b, pixel_type_to[i]); ncnn::Mat b2; ncnn::Mat c2; ncnn::copy_cut_border(a2, b2, roiy, h - (roiy + roih), roix, w - (roix + roiw), opt); ncnn::convert_packing(b2, c2, 3, opt); if (memcmp(b, c2, roiw * roih * 3) != 0) { fprintf(stderr, "test_mat_pixel_roi_rgb failed w=%d h=%d roi=[%d %d %d %d] pixel_type=%d\n", w, h, roix, roiy, roiw, roih, i); return -1; } } return 0; } static int test_mat_pixel_roi_bgr(int w, int h, int roix, int roiy, int roiw, int roih) { ncnn::Option opt; opt.num_threads = 1; int pixel_type_from[4] = {ncnn::Mat::PIXEL_BGR, ncnn::Mat::PIXEL_BGR2RGB, ncnn::Mat::PIXEL_BGR2RGBA, ncnn::Mat::PIXEL_BGR2BGRA}; int pixel_type_to[4] = {ncnn::Mat::PIXEL_BGR, ncnn::Mat::PIXEL_RGB2BGR, ncnn::Mat::PIXEL_RGBA2BGR, ncnn::Mat::PIXEL_BGRA2BGR}; ncnn::Mat a = RandomMat(w, h, 3); ncnn::Mat a2; ncnn::convert_packing(a.reshape(w, h, 1), a2, 1, opt); // FIXME enable more convert types for (int i = 0; i < 2; i++) { ncnn::Mat m = ncnn::Mat::from_pixels_roi(a, pixel_type_from[i], w, h, roix, roiy, roiw, roih); ncnn::Mat b(roiw, roih, (size_t)3u, 3); m.to_pixels(b, pixel_type_to[i]); ncnn::Mat b2; ncnn::Mat c2; ncnn::copy_cut_border(a2, b2, roiy, h - (roiy + roih), roix, w - (roix + roiw), opt); ncnn::convert_packing(b2, c2, 3, opt); if (memcmp(b, c2, roiw * roih * 3) != 0) { fprintf(stderr, "test_mat_pixel_roi_bgr failed w=%d h=%d roi=[%d %d %d %d] pixel_type=%d\n", w, h, roix, roiy, roiw, roih, i); return -1; } } return 0; } static int test_mat_pixel_roi_rgba(int w, int h, int roix, int roiy, int roiw, int roih) { ncnn::Option opt; opt.num_threads = 1; int pixel_type_from[2] = {ncnn::Mat::PIXEL_RGBA, ncnn::Mat::PIXEL_RGBA2BGRA}; int pixel_type_to[2] = {ncnn::Mat::PIXEL_RGBA, ncnn::Mat::PIXEL_BGRA2RGBA}; ncnn::Mat a = RandomMat(w, h, 4); ncnn::Mat a2; ncnn::convert_packing(a.reshape(w, h, 1), a2, 1, opt); for (int i = 0; i < 2; i++) { ncnn::Mat m = ncnn::Mat::from_pixels_roi(a, pixel_type_from[i], w, h, roix, roiy, roiw, roih); ncnn::Mat b(roiw, roih, (size_t)4u, 4); m.to_pixels(b, pixel_type_to[i]); ncnn::Mat b2; ncnn::Mat c2; ncnn::copy_cut_border(a2, b2, roiy, h - (roiy + roih), roix, w - (roix + roiw), opt); ncnn::convert_packing(b2, c2, 4, opt); if (memcmp(b, c2, roiw * roih * 4) != 0) { fprintf(stderr, "test_mat_pixel_roi_rgba failed w=%d h=%d roi=[%d %d %d %d] pixel_type=%d\n", w, h, roix, roiy, roiw, roih, i); return -1; } } return 0; } static int test_mat_pixel_roi_bgra(int w, int h, int roix, int roiy, int roiw, int roih) { ncnn::Option opt; opt.num_threads = 1; int pixel_type_from[2] = {ncnn::Mat::PIXEL_BGRA, ncnn::Mat::PIXEL_BGRA2RGBA}; int pixel_type_to[2] = {ncnn::Mat::PIXEL_BGRA, ncnn::Mat::PIXEL_RGBA2BGRA}; ncnn::Mat a = RandomMat(w, h, 4); ncnn::Mat a2; ncnn::convert_packing(a.reshape(w, h, 1), a2, 1, opt); for (int i = 0; i < 2; i++) { ncnn::Mat m = ncnn::Mat::from_pixels_roi(a, pixel_type_from[i], w, h, roix, roiy, roiw, roih); ncnn::Mat b(roiw, roih, (size_t)4u, 4); m.to_pixels(b, pixel_type_to[i]); ncnn::Mat b2; ncnn::Mat c2; ncnn::copy_cut_border(a2, b2, roiy, h - (roiy + roih), roix, w - (roix + roiw), opt); ncnn::convert_packing(b2, c2, 4, opt); if (memcmp(b, c2, roiw * roih * 4) != 0) { fprintf(stderr, "test_mat_pixel_roi_bgra failed w=%d h=%d roi=[%d %d %d %d] pixel_type=%d\n", w, h, roix, roiy, roiw, roih, i); return -1; } } return 0; } static int test_mat_pixel_yuv420sp2rgb(int w, int h) { ncnn::Mat nv21 = RandomMat(w, h / 2 * 3, 1); ncnn::Mat nv12 = nv21.clone(); // swap VU to UV unsigned char* p = (unsigned char*)nv12 + w * h; for (int i = 0; i < w * h / 4; i++) { unsigned char v = p[0]; unsigned char u = p[1]; p[0] = u; p[1] = v; p += 2; } ncnn::Mat rgb(w, h, (size_t)3u, 3); yuv420sp2rgb(nv21, w, h, rgb); ncnn::Mat rgb2(w, h, (size_t)3u, 3); yuv420sp2rgb_nv12(nv12, w, h, rgb2); if (memcmp(rgb, rgb2, w * h * 3) != 0) { fprintf(stderr, "test_mat_pixel_yuv420sp2rgb failed w=%d h=%d\n", w, h); return -1; } return 0; } static int test_mat_pixel_0() { return 0 || test_mat_pixel_gray(16, 16) || test_mat_pixel_rgb(16, 16) || test_mat_pixel_bgr(16, 16) || test_mat_pixel_rgba(16, 16) || test_mat_pixel_bgra(16, 16); } static int test_mat_pixel_1() { return 0 || test_mat_pixel_gray(15, 15) || test_mat_pixel_rgb(15, 15) || test_mat_pixel_bgr(15, 15) || test_mat_pixel_rgba(15, 15) || test_mat_pixel_bgra(15, 15); } static int test_mat_pixel_2() { return 0 || test_mat_pixel_gray(1, 1) || test_mat_pixel_rgb(1, 1) || test_mat_pixel_bgr(1, 1) || test_mat_pixel_rgba(1, 1) || test_mat_pixel_bgra(1, 1); } static int test_mat_pixel_3() { return 0 || test_mat_pixel_gray(3, 3) || test_mat_pixel_rgb(3, 3) || test_mat_pixel_bgr(3, 3) || test_mat_pixel_rgba(3, 3) || test_mat_pixel_bgra(3, 3); } static int test_mat_pixel_4() { return 0 || test_mat_pixel_roi_gray(16, 16, 1, 1, 13, 13) || test_mat_pixel_roi_rgb(16, 16, 2, 1, 11, 11) || test_mat_pixel_roi_bgr(16, 16, 1, 2, 11, 9) || test_mat_pixel_roi_rgba(16, 16, 3, 2, 9, 11) || test_mat_pixel_roi_bgra(16, 16, 2, 3, 9, 7); } static int test_mat_pixel_5() { return 0 || test_mat_pixel_roi_gray(15, 15, 2, 3, 2, 3) || test_mat_pixel_roi_rgb(15, 15, 3, 4, 5, 4) || test_mat_pixel_roi_bgr(15, 15, 4, 5, 6, 7) || test_mat_pixel_roi_rgba(15, 15, 6, 6, 3, 1) || test_mat_pixel_roi_bgra(15, 15, 7, 3, 1, 1); } static int test_mat_pixel_6() { return 0 || test_mat_pixel_yuv420sp2rgb(16, 16) || test_mat_pixel_yuv420sp2rgb(12, 12) || test_mat_pixel_yuv420sp2rgb(2, 2) || test_mat_pixel_yuv420sp2rgb(6, 6); } int main() { SRAND(7767517); return 0 || test_mat_pixel_0() || test_mat_pixel_1() || test_mat_pixel_2() || test_mat_pixel_3() || test_mat_pixel_4() || test_mat_pixel_5() || test_mat_pixel_6(); }