diff --git a/examples/hub/mnn/cv/.gitignore b/examples/hub/mnn/cv/.gitignore deleted file mode 100644 index 7a70ac87..00000000 --- a/examples/hub/mnn/cv/.gitignore +++ /dev/null @@ -1 +0,0 @@ -*.mnn \ No newline at end of file diff --git a/examples/hub/mnn/cv/nanodet_g.mnn b/examples/hub/mnn/cv/nanodet_g.mnn new file mode 100644 index 00000000..a941a24a Binary files /dev/null and b/examples/hub/mnn/cv/nanodet_g.mnn differ diff --git a/examples/hub/mnn/cv/nanodet_m.mnn b/examples/hub/mnn/cv/nanodet_m.mnn new file mode 100644 index 00000000..a1d9cf56 Binary files /dev/null and b/examples/hub/mnn/cv/nanodet_m.mnn differ diff --git a/examples/hub/mnn/cv/nanodet_m_0.5x.mnn b/examples/hub/mnn/cv/nanodet_m_0.5x.mnn new file mode 100644 index 00000000..f76260ce Binary files /dev/null and b/examples/hub/mnn/cv/nanodet_m_0.5x.mnn differ diff --git a/examples/hub/mnn/cv/nanodet_m_1.5x.mnn b/examples/hub/mnn/cv/nanodet_m_1.5x.mnn new file mode 100644 index 00000000..287395f3 Binary files /dev/null and b/examples/hub/mnn/cv/nanodet_m_1.5x.mnn differ diff --git a/examples/hub/mnn/cv/rvm_mobilenetv3_fp32-480-640.mnn b/examples/hub/mnn/cv/rvm_mobilenetv3_fp32-480-640.mnn new file mode 100644 index 00000000..71babfdb Binary files /dev/null and b/examples/hub/mnn/cv/rvm_mobilenetv3_fp32-480-640.mnn differ diff --git a/examples/hub/mnn/cv/rvm_mobilenetv3_fp32-640-480.mnn b/examples/hub/mnn/cv/rvm_mobilenetv3_fp32-640-480.mnn new file mode 100644 index 00000000..8992613c Binary files /dev/null and b/examples/hub/mnn/cv/rvm_mobilenetv3_fp32-640-480.mnn differ diff --git a/examples/hub/ncnn/cv/.gitignore b/examples/hub/ncnn/cv/.gitignore deleted file mode 100644 index f9b18a04..00000000 --- a/examples/hub/ncnn/cv/.gitignore +++ /dev/null @@ -1,2 +0,0 @@ -*.param -*.bin \ No newline at end of file diff --git a/examples/hub/ncnn/cv/nanodet_m-opt.bin b/examples/hub/ncnn/cv/nanodet_m-opt.bin new file mode 100644 index 00000000..5184f118 Binary files /dev/null and b/examples/hub/ncnn/cv/nanodet_m-opt.bin differ diff --git a/examples/hub/ncnn/cv/nanodet_m-opt.param b/examples/hub/ncnn/cv/nanodet_m-opt.param new file mode 100644 index 00000000..711102ba --- /dev/null +++ b/examples/hub/ncnn/cv/nanodet_m-opt.param @@ -0,0 +1,196 @@ +7767517 +194 219 +Input input.1 0 1 input.1 +Convolution Conv_0 1 1 input.1 424 0=24 1=3 3=2 4=1 5=1 6=648 9=2 -23310=1,1.000000e-01 +Pooling MaxPool_2 1 1 424 425 1=3 2=2 3=1 5=1 +Split splitncnn_0 1 2 425 425_splitncnn_0 425_splitncnn_1 +ConvolutionDepthWise Conv_3 1 1 425_splitncnn_1 973 0=24 1=3 3=2 4=1 5=1 6=216 7=24 +Convolution Conv_4 1 1 973 430 0=58 1=1 5=1 6=1392 9=2 -23310=1,1.000000e-01 +Convolution Conv_6 1 1 425_splitncnn_0 433 0=58 1=1 5=1 6=1392 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_8 1 1 433 982 0=58 1=3 3=2 4=1 5=1 6=522 7=58 +Convolution Conv_9 1 1 982 438 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01 +Concat Concat_11 2 1 430 438 439 +ShuffleChannel Reshape_16 1 1 439 444 0=2 +Split splitncnn_1 1 2 444 444_splitncnn_0 444_splitncnn_1 +Crop Slice_27 1 1 444_splitncnn_1 455 -23309=1,0 -23310=1,58 -23311=1,0 +Crop Slice_30 1 1 444_splitncnn_0 458 -23309=1,58 -23310=1,116 -23311=1,0 +Convolution Conv_31 1 1 458 461 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_33 1 1 461 991 0=58 1=3 4=1 5=1 6=522 7=58 +Convolution Conv_34 1 1 991 466 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01 +Concat Concat_36 2 1 455 466 467 +ShuffleChannel Reshape_41 1 1 467 472 0=2 +Split splitncnn_2 1 2 472 472_splitncnn_0 472_splitncnn_1 +Crop Slice_52 1 1 472_splitncnn_1 483 -23309=1,0 -23310=1,58 -23311=1,0 +Crop Slice_55 1 1 472_splitncnn_0 486 -23309=1,58 -23310=1,116 -23311=1,0 +Convolution Conv_56 1 1 486 489 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_58 1 1 489 1000 0=58 1=3 4=1 5=1 6=522 7=58 +Convolution Conv_59 1 1 1000 494 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01 +Concat Concat_61 2 1 483 494 495 +ShuffleChannel Reshape_66 1 1 495 500 0=2 +Split splitncnn_3 1 2 500 500_splitncnn_0 500_splitncnn_1 +Crop Slice_77 1 1 500_splitncnn_1 511 -23309=1,0 -23310=1,58 -23311=1,0 +Crop Slice_80 1 1 500_splitncnn_0 514 -23309=1,58 -23310=1,116 -23311=1,0 +Convolution Conv_81 1 1 514 517 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_83 1 1 517 1009 0=58 1=3 4=1 5=1 6=522 7=58 +Convolution Conv_84 1 1 1009 522 0=58 1=1 5=1 6=3364 9=2 -23310=1,1.000000e-01 +Concat Concat_86 2 1 511 522 523 +ShuffleChannel Reshape_91 1 1 523 528 0=2 +Split splitncnn_4 1 3 528 528_splitncnn_0 528_splitncnn_1 528_splitncnn_2 +ConvolutionDepthWise Conv_92 1 1 528_splitncnn_2 1015 0=116 1=3 3=2 4=1 5=1 6=1044 7=116 +Convolution Conv_93 1 1 1015 533 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +Convolution Conv_95 1 1 528_splitncnn_1 536 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_97 1 1 536 1024 0=116 1=3 3=2 4=1 5=1 6=1044 7=116 +Convolution Conv_98 1 1 1024 541 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +Concat Concat_100 2 1 533 541 542 +ShuffleChannel Reshape_105 1 1 542 547 0=2 +Split splitncnn_5 1 2 547 547_splitncnn_0 547_splitncnn_1 +Crop Slice_116 1 1 547_splitncnn_1 558 -23309=1,0 -23310=1,116 -23311=1,0 +Crop Slice_119 1 1 547_splitncnn_0 561 -23309=1,116 -23310=1,232 -23311=1,0 +Convolution Conv_120 1 1 561 564 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_122 1 1 564 1033 0=116 1=3 4=1 5=1 6=1044 7=116 +Convolution Conv_123 1 1 1033 569 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +Concat Concat_125 2 1 558 569 570 +ShuffleChannel Reshape_130 1 1 570 575 0=2 +Split splitncnn_6 1 2 575 575_splitncnn_0 575_splitncnn_1 +Crop Slice_141 1 1 575_splitncnn_1 586 -23309=1,0 -23310=1,116 -23311=1,0 +Crop Slice_144 1 1 575_splitncnn_0 589 -23309=1,116 -23310=1,232 -23311=1,0 +Convolution Conv_145 1 1 589 592 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_147 1 1 592 1042 0=116 1=3 4=1 5=1 6=1044 7=116 +Convolution Conv_148 1 1 1042 597 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +Concat Concat_150 2 1 586 597 598 +ShuffleChannel Reshape_155 1 1 598 603 0=2 +Split splitncnn_7 1 2 603 603_splitncnn_0 603_splitncnn_1 +Crop Slice_166 1 1 603_splitncnn_1 614 -23309=1,0 -23310=1,116 -23311=1,0 +Crop Slice_169 1 1 603_splitncnn_0 617 -23309=1,116 -23310=1,232 -23311=1,0 +Convolution Conv_170 1 1 617 620 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_172 1 1 620 1051 0=116 1=3 4=1 5=1 6=1044 7=116 +Convolution Conv_173 1 1 1051 625 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +Concat Concat_175 2 1 614 625 626 +ShuffleChannel Reshape_180 1 1 626 631 0=2 +Split splitncnn_8 1 2 631 631_splitncnn_0 631_splitncnn_1 +Crop Slice_191 1 1 631_splitncnn_1 642 -23309=1,0 -23310=1,116 -23311=1,0 +Crop Slice_194 1 1 631_splitncnn_0 645 -23309=1,116 -23310=1,232 -23311=1,0 +Convolution Conv_195 1 1 645 648 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_197 1 1 648 1060 0=116 1=3 4=1 5=1 6=1044 7=116 +Convolution Conv_198 1 1 1060 653 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +Concat Concat_200 2 1 642 653 654 +ShuffleChannel Reshape_205 1 1 654 659 0=2 +Split splitncnn_9 1 2 659 659_splitncnn_0 659_splitncnn_1 +Crop Slice_216 1 1 659_splitncnn_1 670 -23309=1,0 -23310=1,116 -23311=1,0 +Crop Slice_219 1 1 659_splitncnn_0 673 -23309=1,116 -23310=1,232 -23311=1,0 +Convolution Conv_220 1 1 673 676 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_222 1 1 676 1069 0=116 1=3 4=1 5=1 6=1044 7=116 +Convolution Conv_223 1 1 1069 681 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +Concat Concat_225 2 1 670 681 682 +ShuffleChannel Reshape_230 1 1 682 687 0=2 +Split splitncnn_10 1 2 687 687_splitncnn_0 687_splitncnn_1 +Crop Slice_241 1 1 687_splitncnn_1 698 -23309=1,0 -23310=1,116 -23311=1,0 +Crop Slice_244 1 1 687_splitncnn_0 701 -23309=1,116 -23310=1,232 -23311=1,0 +Convolution Conv_245 1 1 701 704 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_247 1 1 704 1078 0=116 1=3 4=1 5=1 6=1044 7=116 +Convolution Conv_248 1 1 1078 709 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +Concat Concat_250 2 1 698 709 710 +ShuffleChannel Reshape_255 1 1 710 715 0=2 +Split splitncnn_11 1 2 715 715_splitncnn_0 715_splitncnn_1 +Crop Slice_266 1 1 715_splitncnn_1 726 -23309=1,0 -23310=1,116 -23311=1,0 +Crop Slice_269 1 1 715_splitncnn_0 729 -23309=1,116 -23310=1,232 -23311=1,0 +Convolution Conv_270 1 1 729 732 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_272 1 1 732 1087 0=116 1=3 4=1 5=1 6=1044 7=116 +Convolution Conv_273 1 1 1087 737 0=116 1=1 5=1 6=13456 9=2 -23310=1,1.000000e-01 +Concat Concat_275 2 1 726 737 738 +ShuffleChannel Reshape_280 1 1 738 743 0=2 +Split splitncnn_12 1 3 743 743_splitncnn_0 743_splitncnn_1 743_splitncnn_2 +ConvolutionDepthWise Conv_281 1 1 743_splitncnn_2 1093 0=232 1=3 3=2 4=1 5=1 6=2088 7=232 +Convolution Conv_282 1 1 1093 748 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01 +Convolution Conv_284 1 1 743_splitncnn_1 751 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_286 1 1 751 1102 0=232 1=3 3=2 4=1 5=1 6=2088 7=232 +Convolution Conv_287 1 1 1102 756 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01 +Concat Concat_289 2 1 748 756 757 +ShuffleChannel Reshape_294 1 1 757 762 0=2 +Split splitncnn_13 1 2 762 762_splitncnn_0 762_splitncnn_1 +Crop Slice_305 1 1 762_splitncnn_1 773 -23309=1,0 -23310=1,232 -23311=1,0 +Crop Slice_308 1 1 762_splitncnn_0 776 -23309=1,232 -23310=1,464 -23311=1,0 +Convolution Conv_309 1 1 776 779 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_311 1 1 779 1111 0=232 1=3 4=1 5=1 6=2088 7=232 +Convolution Conv_312 1 1 1111 784 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01 +Concat Concat_314 2 1 773 784 785 +ShuffleChannel Reshape_319 1 1 785 790 0=2 +Split splitncnn_14 1 2 790 790_splitncnn_0 790_splitncnn_1 +Crop Slice_330 1 1 790_splitncnn_1 801 -23309=1,0 -23310=1,232 -23311=1,0 +Crop Slice_333 1 1 790_splitncnn_0 804 -23309=1,232 -23310=1,464 -23311=1,0 +Convolution Conv_334 1 1 804 807 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_336 1 1 807 1120 0=232 1=3 4=1 5=1 6=2088 7=232 +Convolution Conv_337 1 1 1120 812 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01 +Concat Concat_339 2 1 801 812 813 +ShuffleChannel Reshape_344 1 1 813 818 0=2 +Split splitncnn_15 1 2 818 818_splitncnn_0 818_splitncnn_1 +Crop Slice_355 1 1 818_splitncnn_1 829 -23309=1,0 -23310=1,232 -23311=1,0 +Crop Slice_358 1 1 818_splitncnn_0 832 -23309=1,232 -23310=1,464 -23311=1,0 +Convolution Conv_359 1 1 832 835 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_361 1 1 835 1129 0=232 1=3 4=1 5=1 6=2088 7=232 +Convolution Conv_362 1 1 1129 840 0=232 1=1 5=1 6=53824 9=2 -23310=1,1.000000e-01 +Concat Concat_364 2 1 829 840 841 +ShuffleChannel Reshape_369 1 1 841 846 0=2 +Convolution Conv_370 1 1 528_splitncnn_0 847 0=96 1=1 5=1 6=11136 +Convolution Conv_371 1 1 743_splitncnn_0 848 0=96 1=1 5=1 6=22272 +Convolution Conv_372 1 1 846 849 0=96 1=1 5=1 6=44544 +Split splitncnn_16 1 2 849 849_splitncnn_0 849_splitncnn_1 +Interp Resize_374 1 1 849_splitncnn_1 854 0=2 1=2.000000e+00 2=2.000000e+00 +BinaryOp Add_375 2 1 848 854 855 +Split splitncnn_17 1 2 855 855_splitncnn_0 855_splitncnn_1 +Interp Resize_377 1 1 855_splitncnn_1 860 0=2 1=2.000000e+00 2=2.000000e+00 +BinaryOp Add_378 2 1 847 860 861 +Split splitncnn_18 1 2 861 861_splitncnn_0 861_splitncnn_1 +Interp Resize_380 1 1 861_splitncnn_1 866 0=2 1=5.000000e-01 2=5.000000e-01 +BinaryOp Add_381 2 1 855_splitncnn_0 866 867 +Split splitncnn_19 1 2 867 867_splitncnn_0 867_splitncnn_1 +Interp Resize_383 1 1 867_splitncnn_1 872 0=2 1=5.000000e-01 2=5.000000e-01 +BinaryOp Add_384 2 1 849_splitncnn_0 872 873 +ConvolutionDepthWise Conv_385 1 1 861_splitncnn_0 876 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_387 1 1 876 879 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_389 1 1 879 882 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_391 1 1 882 885 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Convolution Conv_393 1 1 885 886 0=112 1=1 5=1 6=10752 +Slice Split_394 1 2 886 887 888 -23300=2,80,-233 +Sigmoid Sigmoid_395 1 1 887 889 +Reshape Reshape_397 1 1 889 891 0=-1 1=80 +Permute Transpose_398 1 1 891 cls_pred_stride_8 0=1 +Reshape Reshape_400 1 1 888 894 0=-1 1=32 +Permute Transpose_401 1 1 894 895 0=1 +Reshape Reshape_403 1 1 895 897 0=8 1=-1 +Softmax Softmax_404 1 1 897 898 0=1 1=1 +InnerProduct MatMul_405 1 1 898 901 0=1 2=8 +Reshape Reshape_407 1 1 901 903 0=4 1=-1 +Reshape Reshape_409 1 1 903 dis_pred_stride_8 0=4 1=-1 +ConvolutionDepthWise Conv_410 1 1 867_splitncnn_0 908 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_412 1 1 908 911 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_414 1 1 911 914 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_416 1 1 914 917 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Convolution Conv_418 1 1 917 918 0=112 1=1 5=1 6=10752 +Slice Split_419 1 2 918 919 920 -23300=2,80,-233 +Sigmoid Sigmoid_420 1 1 919 921 +Reshape Reshape_422 1 1 921 923 0=-1 1=80 +Permute Transpose_423 1 1 923 cls_pred_stride_16 0=1 +Reshape Reshape_425 1 1 920 926 0=-1 1=32 +Permute Transpose_426 1 1 926 927 0=1 +Reshape Reshape_428 1 1 927 929 0=8 1=-1 +Softmax Softmax_429 1 1 929 930 0=1 1=1 +InnerProduct MatMul_430 1 1 930 933 0=1 2=8 +Reshape Reshape_432 1 1 933 935 0=4 1=-1 +Reshape Reshape_434 1 1 935 dis_pred_stride_16 0=4 1=-1 +ConvolutionDepthWise Conv_435 1 1 873 940 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_437 1 1 940 943 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_439 1 1 943 946 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_441 1 1 946 949 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Convolution Conv_443 1 1 949 950 0=112 1=1 5=1 6=10752 +Slice Split_444 1 2 950 951 952 -23300=2,80,-233 +Sigmoid Sigmoid_445 1 1 951 953 +Reshape Reshape_447 1 1 953 955 0=-1 1=80 +Permute Transpose_448 1 1 955 cls_pred_stride_32 0=1 +Reshape Reshape_450 1 1 952 958 0=-1 1=32 +Permute Transpose_451 1 1 958 959 0=1 +Reshape Reshape_453 1 1 959 961 0=8 1=-1 +Softmax Softmax_454 1 1 961 962 0=1 1=1 +InnerProduct MatMul_455 1 1 962 965 0=1 2=8 +Reshape Reshape_457 1 1 965 967 0=4 1=-1 +Reshape Reshape_459 1 1 967 dis_pred_stride_32 0=4 1=-1 diff --git a/examples/hub/ncnn/cv/nanodet_m_0.5x-opt.bin b/examples/hub/ncnn/cv/nanodet_m_0.5x-opt.bin new file mode 100644 index 00000000..fcccb5a4 Binary files /dev/null and b/examples/hub/ncnn/cv/nanodet_m_0.5x-opt.bin differ diff --git a/examples/hub/ncnn/cv/nanodet_m_0.5x-opt.param b/examples/hub/ncnn/cv/nanodet_m_0.5x-opt.param new file mode 100644 index 00000000..552528c5 --- /dev/null +++ b/examples/hub/ncnn/cv/nanodet_m_0.5x-opt.param @@ -0,0 +1,196 @@ +7767517 +194 219 +Input input.1 0 1 input.1 +Convolution Conv_0 1 1 input.1 424 0=24 1=3 3=2 4=1 5=1 6=648 9=2 -23310=1,1.000000e-01 +Pooling MaxPool_2 1 1 424 425 1=3 2=2 3=1 5=1 +Split splitncnn_0 1 2 425 425_splitncnn_0 425_splitncnn_1 +ConvolutionDepthWise Conv_3 1 1 425_splitncnn_1 973 0=24 1=3 3=2 4=1 5=1 6=216 7=24 +Convolution Conv_4 1 1 973 430 0=24 1=1 5=1 6=576 9=2 -23310=1,1.000000e-01 +Convolution Conv_6 1 1 425_splitncnn_0 433 0=24 1=1 5=1 6=576 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_8 1 1 433 982 0=24 1=3 3=2 4=1 5=1 6=216 7=24 +Convolution Conv_9 1 1 982 438 0=24 1=1 5=1 6=576 9=2 -23310=1,1.000000e-01 +Concat Concat_11 2 1 430 438 439 +ShuffleChannel Reshape_16 1 1 439 444 0=2 +Split splitncnn_1 1 2 444 444_splitncnn_0 444_splitncnn_1 +Crop Slice_27 1 1 444_splitncnn_1 455 -23309=1,0 -23310=1,24 -23311=1,0 +Crop Slice_30 1 1 444_splitncnn_0 458 -23309=1,24 -23310=1,48 -23311=1,0 +Convolution Conv_31 1 1 458 461 0=24 1=1 5=1 6=576 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_33 1 1 461 991 0=24 1=3 4=1 5=1 6=216 7=24 +Convolution Conv_34 1 1 991 466 0=24 1=1 5=1 6=576 9=2 -23310=1,1.000000e-01 +Concat Concat_36 2 1 455 466 467 +ShuffleChannel Reshape_41 1 1 467 472 0=2 +Split splitncnn_2 1 2 472 472_splitncnn_0 472_splitncnn_1 +Crop Slice_52 1 1 472_splitncnn_1 483 -23309=1,0 -23310=1,24 -23311=1,0 +Crop Slice_55 1 1 472_splitncnn_0 486 -23309=1,24 -23310=1,48 -23311=1,0 +Convolution Conv_56 1 1 486 489 0=24 1=1 5=1 6=576 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_58 1 1 489 1000 0=24 1=3 4=1 5=1 6=216 7=24 +Convolution Conv_59 1 1 1000 494 0=24 1=1 5=1 6=576 9=2 -23310=1,1.000000e-01 +Concat Concat_61 2 1 483 494 495 +ShuffleChannel Reshape_66 1 1 495 500 0=2 +Split splitncnn_3 1 2 500 500_splitncnn_0 500_splitncnn_1 +Crop Slice_77 1 1 500_splitncnn_1 511 -23309=1,0 -23310=1,24 -23311=1,0 +Crop Slice_80 1 1 500_splitncnn_0 514 -23309=1,24 -23310=1,48 -23311=1,0 +Convolution Conv_81 1 1 514 517 0=24 1=1 5=1 6=576 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_83 1 1 517 1009 0=24 1=3 4=1 5=1 6=216 7=24 +Convolution Conv_84 1 1 1009 522 0=24 1=1 5=1 6=576 9=2 -23310=1,1.000000e-01 +Concat Concat_86 2 1 511 522 523 +ShuffleChannel Reshape_91 1 1 523 528 0=2 +Split splitncnn_4 1 3 528 528_splitncnn_0 528_splitncnn_1 528_splitncnn_2 +ConvolutionDepthWise Conv_92 1 1 528_splitncnn_2 1015 0=48 1=3 3=2 4=1 5=1 6=432 7=48 +Convolution Conv_93 1 1 1015 533 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +Convolution Conv_95 1 1 528_splitncnn_1 536 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_97 1 1 536 1024 0=48 1=3 3=2 4=1 5=1 6=432 7=48 +Convolution Conv_98 1 1 1024 541 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +Concat Concat_100 2 1 533 541 542 +ShuffleChannel Reshape_105 1 1 542 547 0=2 +Split splitncnn_5 1 2 547 547_splitncnn_0 547_splitncnn_1 +Crop Slice_116 1 1 547_splitncnn_1 558 -23309=1,0 -23310=1,48 -23311=1,0 +Crop Slice_119 1 1 547_splitncnn_0 561 -23309=1,48 -23310=1,96 -23311=1,0 +Convolution Conv_120 1 1 561 564 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_122 1 1 564 1033 0=48 1=3 4=1 5=1 6=432 7=48 +Convolution Conv_123 1 1 1033 569 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +Concat Concat_125 2 1 558 569 570 +ShuffleChannel Reshape_130 1 1 570 575 0=2 +Split splitncnn_6 1 2 575 575_splitncnn_0 575_splitncnn_1 +Crop Slice_141 1 1 575_splitncnn_1 586 -23309=1,0 -23310=1,48 -23311=1,0 +Crop Slice_144 1 1 575_splitncnn_0 589 -23309=1,48 -23310=1,96 -23311=1,0 +Convolution Conv_145 1 1 589 592 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_147 1 1 592 1042 0=48 1=3 4=1 5=1 6=432 7=48 +Convolution Conv_148 1 1 1042 597 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +Concat Concat_150 2 1 586 597 598 +ShuffleChannel Reshape_155 1 1 598 603 0=2 +Split splitncnn_7 1 2 603 603_splitncnn_0 603_splitncnn_1 +Crop Slice_166 1 1 603_splitncnn_1 614 -23309=1,0 -23310=1,48 -23311=1,0 +Crop Slice_169 1 1 603_splitncnn_0 617 -23309=1,48 -23310=1,96 -23311=1,0 +Convolution Conv_170 1 1 617 620 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_172 1 1 620 1051 0=48 1=3 4=1 5=1 6=432 7=48 +Convolution Conv_173 1 1 1051 625 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +Concat Concat_175 2 1 614 625 626 +ShuffleChannel Reshape_180 1 1 626 631 0=2 +Split splitncnn_8 1 2 631 631_splitncnn_0 631_splitncnn_1 +Crop Slice_191 1 1 631_splitncnn_1 642 -23309=1,0 -23310=1,48 -23311=1,0 +Crop Slice_194 1 1 631_splitncnn_0 645 -23309=1,48 -23310=1,96 -23311=1,0 +Convolution Conv_195 1 1 645 648 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_197 1 1 648 1060 0=48 1=3 4=1 5=1 6=432 7=48 +Convolution Conv_198 1 1 1060 653 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +Concat Concat_200 2 1 642 653 654 +ShuffleChannel Reshape_205 1 1 654 659 0=2 +Split splitncnn_9 1 2 659 659_splitncnn_0 659_splitncnn_1 +Crop Slice_216 1 1 659_splitncnn_1 670 -23309=1,0 -23310=1,48 -23311=1,0 +Crop Slice_219 1 1 659_splitncnn_0 673 -23309=1,48 -23310=1,96 -23311=1,0 +Convolution Conv_220 1 1 673 676 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_222 1 1 676 1069 0=48 1=3 4=1 5=1 6=432 7=48 +Convolution Conv_223 1 1 1069 681 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +Concat Concat_225 2 1 670 681 682 +ShuffleChannel Reshape_230 1 1 682 687 0=2 +Split splitncnn_10 1 2 687 687_splitncnn_0 687_splitncnn_1 +Crop Slice_241 1 1 687_splitncnn_1 698 -23309=1,0 -23310=1,48 -23311=1,0 +Crop Slice_244 1 1 687_splitncnn_0 701 -23309=1,48 -23310=1,96 -23311=1,0 +Convolution Conv_245 1 1 701 704 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_247 1 1 704 1078 0=48 1=3 4=1 5=1 6=432 7=48 +Convolution Conv_248 1 1 1078 709 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +Concat Concat_250 2 1 698 709 710 +ShuffleChannel Reshape_255 1 1 710 715 0=2 +Split splitncnn_11 1 2 715 715_splitncnn_0 715_splitncnn_1 +Crop Slice_266 1 1 715_splitncnn_1 726 -23309=1,0 -23310=1,48 -23311=1,0 +Crop Slice_269 1 1 715_splitncnn_0 729 -23309=1,48 -23310=1,96 -23311=1,0 +Convolution Conv_270 1 1 729 732 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_272 1 1 732 1087 0=48 1=3 4=1 5=1 6=432 7=48 +Convolution Conv_273 1 1 1087 737 0=48 1=1 5=1 6=2304 9=2 -23310=1,1.000000e-01 +Concat Concat_275 2 1 726 737 738 +ShuffleChannel Reshape_280 1 1 738 743 0=2 +Split splitncnn_12 1 3 743 743_splitncnn_0 743_splitncnn_1 743_splitncnn_2 +ConvolutionDepthWise Conv_281 1 1 743_splitncnn_2 1093 0=96 1=3 3=2 4=1 5=1 6=864 7=96 +Convolution Conv_282 1 1 1093 748 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Convolution Conv_284 1 1 743_splitncnn_1 751 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_286 1 1 751 1102 0=96 1=3 3=2 4=1 5=1 6=864 7=96 +Convolution Conv_287 1 1 1102 756 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Concat Concat_289 2 1 748 756 757 +ShuffleChannel Reshape_294 1 1 757 762 0=2 +Split splitncnn_13 1 2 762 762_splitncnn_0 762_splitncnn_1 +Crop Slice_305 1 1 762_splitncnn_1 773 -23309=1,0 -23310=1,96 -23311=1,0 +Crop Slice_308 1 1 762_splitncnn_0 776 -23309=1,96 -23310=1,192 -23311=1,0 +Convolution Conv_309 1 1 776 779 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_311 1 1 779 1111 0=96 1=3 4=1 5=1 6=864 7=96 +Convolution Conv_312 1 1 1111 784 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Concat Concat_314 2 1 773 784 785 +ShuffleChannel Reshape_319 1 1 785 790 0=2 +Split splitncnn_14 1 2 790 790_splitncnn_0 790_splitncnn_1 +Crop Slice_330 1 1 790_splitncnn_1 801 -23309=1,0 -23310=1,96 -23311=1,0 +Crop Slice_333 1 1 790_splitncnn_0 804 -23309=1,96 -23310=1,192 -23311=1,0 +Convolution Conv_334 1 1 804 807 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_336 1 1 807 1120 0=96 1=3 4=1 5=1 6=864 7=96 +Convolution Conv_337 1 1 1120 812 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Concat Concat_339 2 1 801 812 813 +ShuffleChannel Reshape_344 1 1 813 818 0=2 +Split splitncnn_15 1 2 818 818_splitncnn_0 818_splitncnn_1 +Crop Slice_355 1 1 818_splitncnn_1 829 -23309=1,0 -23310=1,96 -23311=1,0 +Crop Slice_358 1 1 818_splitncnn_0 832 -23309=1,96 -23310=1,192 -23311=1,0 +Convolution Conv_359 1 1 832 835 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_361 1 1 835 1129 0=96 1=3 4=1 5=1 6=864 7=96 +Convolution Conv_362 1 1 1129 840 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Concat Concat_364 2 1 829 840 841 +ShuffleChannel Reshape_369 1 1 841 846 0=2 +Convolution Conv_370 1 1 528_splitncnn_0 847 0=96 1=1 5=1 6=4608 +Convolution Conv_371 1 1 743_splitncnn_0 848 0=96 1=1 5=1 6=9216 +Convolution Conv_372 1 1 846 849 0=96 1=1 5=1 6=18432 +Split splitncnn_16 1 2 849 849_splitncnn_0 849_splitncnn_1 +Interp Resize_374 1 1 849_splitncnn_1 854 0=2 1=2.000000e+00 2=2.000000e+00 +BinaryOp Add_375 2 1 848 854 855 +Split splitncnn_17 1 2 855 855_splitncnn_0 855_splitncnn_1 +Interp Resize_377 1 1 855_splitncnn_1 860 0=2 1=2.000000e+00 2=2.000000e+00 +BinaryOp Add_378 2 1 847 860 861 +Split splitncnn_18 1 2 861 861_splitncnn_0 861_splitncnn_1 +Interp Resize_380 1 1 861_splitncnn_1 866 0=2 1=5.000000e-01 2=5.000000e-01 +BinaryOp Add_381 2 1 855_splitncnn_0 866 867 +Split splitncnn_19 1 2 867 867_splitncnn_0 867_splitncnn_1 +Interp Resize_383 1 1 867_splitncnn_1 872 0=2 1=5.000000e-01 2=5.000000e-01 +BinaryOp Add_384 2 1 849_splitncnn_0 872 873 +ConvolutionDepthWise Conv_385 1 1 861_splitncnn_0 876 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_387 1 1 876 879 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_389 1 1 879 882 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_391 1 1 882 885 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Convolution Conv_393 1 1 885 886 0=112 1=1 5=1 6=10752 +Slice Split_394 1 2 886 887 888 -23300=2,80,-233 +Sigmoid Sigmoid_395 1 1 887 889 +Reshape Reshape_397 1 1 889 891 0=-1 1=80 +Permute Transpose_398 1 1 891 cls_pred_stride_8 0=1 +Reshape Reshape_400 1 1 888 894 0=-1 1=32 +Permute Transpose_401 1 1 894 895 0=1 +Reshape Reshape_403 1 1 895 897 0=8 1=-1 +Softmax Softmax_404 1 1 897 898 0=1 1=1 +InnerProduct MatMul_405 1 1 898 901 0=1 2=8 +Reshape Reshape_407 1 1 901 903 0=4 1=-1 +Reshape Reshape_409 1 1 903 dis_pred_stride_8 0=4 1=-1 +ConvolutionDepthWise Conv_410 1 1 867_splitncnn_0 908 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_412 1 1 908 911 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_414 1 1 911 914 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_416 1 1 914 917 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Convolution Conv_418 1 1 917 918 0=112 1=1 5=1 6=10752 +Slice Split_419 1 2 918 919 920 -23300=2,80,-233 +Sigmoid Sigmoid_420 1 1 919 921 +Reshape Reshape_422 1 1 921 923 0=-1 1=80 +Permute Transpose_423 1 1 923 cls_pred_stride_16 0=1 +Reshape Reshape_425 1 1 920 926 0=-1 1=32 +Permute Transpose_426 1 1 926 927 0=1 +Reshape Reshape_428 1 1 927 929 0=8 1=-1 +Softmax Softmax_429 1 1 929 930 0=1 1=1 +InnerProduct MatMul_430 1 1 930 933 0=1 2=8 +Reshape Reshape_432 1 1 933 935 0=4 1=-1 +Reshape Reshape_434 1 1 935 dis_pred_stride_16 0=4 1=-1 +ConvolutionDepthWise Conv_435 1 1 873 940 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_437 1 1 940 943 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +ConvolutionDepthWise Conv_439 1 1 943 946 0=96 1=3 4=1 5=1 6=864 7=96 9=2 -23310=1,1.000000e-01 +Convolution Conv_441 1 1 946 949 0=96 1=1 5=1 6=9216 9=2 -23310=1,1.000000e-01 +Convolution Conv_443 1 1 949 950 0=112 1=1 5=1 6=10752 +Slice Split_444 1 2 950 951 952 -23300=2,80,-233 +Sigmoid Sigmoid_445 1 1 951 953 +Reshape Reshape_447 1 1 953 955 0=-1 1=80 +Permute Transpose_448 1 1 955 cls_pred_stride_32 0=1 +Reshape Reshape_450 1 1 952 958 0=-1 1=32 +Permute Transpose_451 1 1 958 959 0=1 +Reshape Reshape_453 1 1 959 961 0=8 1=-1 +Softmax Softmax_454 1 1 961 962 0=1 1=1 +InnerProduct MatMul_455 1 1 962 965 0=1 2=8 +Reshape Reshape_457 1 1 965 967 0=4 1=-1 +Reshape Reshape_459 1 1 967 dis_pred_stride_32 0=4 1=-1 diff --git a/examples/hub/onnx/cv/.gitignore b/examples/hub/onnx/cv/.gitignore deleted file mode 100644 index e9b3a707..00000000 --- a/examples/hub/onnx/cv/.gitignore +++ /dev/null @@ -1,60 +0,0 @@ -vgg_ilsvrc_16_age_chalearn_iccv2015.onnx -vgg_ilsvrc_16_age_imdb_wiki.onnx -vgg_ilsvrc_16_gender_imdb_wiki.onnx -arcfaceresnet100-8.onnx -eccv16-colorizer.onnx -siggraph17-colorizer.onnx -yolov5l.onnx -yolov5m.onnx -yolov5x.onnx -yolov3-10.onnx -tiny-yolov3-11.onnx -voc-mobilenetv2-yolov4-416.onnx -voc-mobilenetv2-yolov4-640.onnx -shufflenet-v2-10.onnx -efficientnet-lite4-11.onnx -ssd-10.onnx -ssd_mobilenet_v1_10.onnx -deeplabv3_resnet101_coco.onnx -densenet121.onnx -fcn_resnet101.onnx -ghostnet.onnx -hardnet.onnx -ibnnet.onnx -ibnnet18.onnx -mobilenetv2.onnx -resnet18.onnx -resnext50.onnx -*glint360k* -*ms1mv3* -facenet_casia-webface_resnet.onnx -facenet_vggface2_resnet.onnx -focal-arcface-bh-ir50-asia.onnx -focal-arcface-ms1m-ir50-epoch63.onnx -focal-arcface-ms1m-ir50-epoch120.onnx -focal-arcface-ms1m-ir152.onnx -Tencent_Cifp_BUPT_Balancedface_IR_34.onnx -Tencent_CurricularFace_Backbone.onnx -CenterLossFace_epoch_100.onnx -sphere20a_20171020.onnx -dream_cfp_res50_end2end.onnx -dream_cfp_res50_naive.onnx -dream_ijba_res18_end2end.onnx -dream_ijba_res18_naive.onnx -MobileFaceNet_Pytorch_068.onnx -cavaface_GhostNet_x1.3_Arcface_Epoch_24.onnx -cavaface_IR_SE_100_Combined_Epoch_24.onnx -yolox_x.onnx -yolox_l.onnx -yolox_m.onnx -yolox_s.onnx -face_recognition.pytorch_Mobilenet_se_focal_121000.onnx -*face-emotion-recognition* -PFLD-pytorch-pfld.onnx -pytorch_face_landmarks_landmark_detection_56.onnx -pytorch_face_landmarks_landmark_detection_56_se_external.onnx -pytorch_face_landmarks_pfld.onnx -FaceLandmark1000.onnx -Pytorch_RetinaFace_mobile0.25.onnx -Pytorch_RetinaFace_resnet50.onnx -*.onnx \ No newline at end of file diff --git a/examples/hub/onnx/cv/age_googlenet.onnx b/examples/hub/onnx/cv/age_googlenet.onnx new file mode 100644 index 00000000..c48ca848 Binary files /dev/null and b/examples/hub/onnx/cv/age_googlenet.onnx differ diff --git a/examples/hub/onnx/cv/chinese_ocr_angle_net.onnx b/examples/hub/onnx/cv/chinese_ocr_angle_net.onnx new file mode 100755 index 00000000..3d7057e2 Binary files /dev/null and b/examples/hub/onnx/cv/chinese_ocr_angle_net.onnx differ diff --git a/examples/hub/onnx/cv/chinese_ocr_crnn_lite_lstm.onnx b/examples/hub/onnx/cv/chinese_ocr_crnn_lite_lstm.onnx new file mode 100644 index 00000000..51a15c3c Binary files /dev/null and b/examples/hub/onnx/cv/chinese_ocr_crnn_lite_lstm.onnx differ diff 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