shanexf/car-panel-yolo11s-seg-scratch
Image Segmentation • Updated • 40
Datasets:
text stringlengths 63 4.18k |
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1 0.32291 0.07791 0.3138 0.09792 0.29819 0.1491 0.26954 0.26706 0.25782 0.29155 0.24477 0.33605 0.23827 0.38503 0.23699 0.44289 0.24088 0.48959 0.25132 0.53188 0.24738 0.59199 0.25521 0.60311 0.33852 0.65653 0.34896 0.64985 0.36068 0.6276 0.39194 0.5252 0.43227 0.42509 0.4922 0.31824 0.49741 0.22921 0.5117 0.10684 0.51... |
0 0.96356 0.523 0.95573 0.57418 0.94012 0.6098 0.91014 0.64985 0.86459 0.6921 0.86065 0.6921 0.83593 0.65653 0.83465 0.6276 0.84244 0.58755 0.84244 0.56974 0.83722 0.56526 0.83333 0.5675 0.77084 0.56526 0.73046 0.55413 0.71614 0.54525 0.71092 0.54525 0.67187 0.61199 0.65365 0.6298 0.63149 0.6298 0.57812 0.61199 0.55857... |
5 0.16928 0.16246 0.15624 0.17359 0.13541 0.20476 0.13802 0.22033 0.13674 0.24701 0.14191 0.2114 0.14713 0.20476 0.15496 0.18027 0.20444 0.12241 0.22133 0.11128 0.22394 0.1046 0.23177 0.1046 0.2396 0.09567 0.25132 0.09567 0.28647 0.07791 0.28908 0.08011 0.29036 0.07791 0.30208 0.07791 0.30597 0.08455 0.26693 0.21588 0.... |
2 0.79295 0.15578 0.79167 0.15802 0.76823 0.15802 0.76695 0.16022 0.73046 0.16022 0.72136 0.16471 0.72007 0.16915 0.75523 0.30043 0.77606 0.39391 0.78123 0.4006 0.806 0.4006 0.80728 0.40279 0.85548 0.4006 0.89325 0.38947 0.90753 0.38054 0.91797 0.37835 0.94401 0.36054 0.95184 0.35161 0.95441 0.34273 0.94923 0.32049 0.9... |
18 0.4466 0.57418 0.42577 0.59867 0.41666 0.61424 0.39712 0.6721 0.39583 0.75665 0.40627 0.81007 0.42449 0.86125 0.44271 0.89467 0.45832 0.91467 0.47526 0.93024 0.4922 0.93916 0.50652 0.93916 0.53774 0.9236 0.55207 0.91023 0.56901 0.88574 0.57684 0.86125 0.57162 0.83456 0.56379 0.75221 0.55468 0.70327 0.52341 0.61424 0... |
13 0.49087 0.32268 0.4336 0.42509 0.3659 0.61868 0.34768 0.64985 0.34896 0.66542 0.35679 0.6721 0.35546 0.68547 0.35807 0.69659 0.36718 0.70547 0.37629 0.70771 0.38672 0.70327 0.38933 0.69879 0.40494 0.60087 0.41277 0.58531 0.42055 0.55637 0.4271 0.54745 0.43749 0.54081 0.45965 0.53857 0.47915 0.54745 0.50391 0.57194 0... |
15 0.26693 0.08679 0.25132 0.09567 0.23827 0.09792 0.22133 0.11348 0.21222 0.11797 0.15756 0.18027 0.14452 0.20696 0.13802 0.2114 0.13802 0.25594 0.19011 0.26038 0.22527 0.26931 0.2526 0.26931 0.28775 0.14022 0.3073 0.08679 |
16 0.32813 0.08679 0.29036 0.24033 0.28254 0.26038 0.28254 0.27375 0.3008 0.27594 0.32424 0.28487 0.3659 0.28707 0.40883 0.29824 0.41405 0.29599 0.41538 0.29824 0.43749 0.29824 0.45704 0.30488 0.47265 0.30488 0.47659 0.28931 0.48048 0.22921 0.4922 0.1469 0.4922 0.11128 0.47265 0.10236 0.39062 0.08679 |
11 0.04949 0.34942 0.03777 0.38503 0.03777 0.46065 0.0547 0.53413 0.06381 0.55413 0.07814 0.56526 0.09503 0.56526 0.11069 0.55862 0.1198 0.54745 0.1198 0.54081 0.10025 0.52076 0.07942 0.38947 0.06509 0.34942 |
12 0.08464 0.24033 0.0547 0.26931 0.04038 0.29824 0.03127 0.33381 0.03127 0.40728 0.03388 0.4206 0.03516 0.36274 0.03905 0.34273 0.04559 0.33161 0.05731 0.33161 0.0677 0.34942 0.08075 0.38947 0.09375 0.45846 0.09636 0.48739 0.10286 0.50295 0.10547 0.49407 0.10025 0.46065 0.09636 0.34942 0.09897 0.31824 0.11069 0.2715 0... |
17 0.09897 0.50739 0.10025 0.52076 0.10808 0.52969 0.11591 0.53188 0.16535 0.56974 0.22788 0.6098 0.24221 0.62312 0.28254 0.64761 0.29297 0.65873 0.34768 0.69659 0.35024 0.70103 0.39062 0.72552 0.39062 0.68547 0.38801 0.68322 0.38151 0.68322 0.37368 0.67434 0.34896 0.65873 0.33724 0.65873 0.31641 0.64761 0.24477 0.5964... |
10 0.95573 0.34717 0.95051 0.3561 0.92708 0.37386 0.89975 0.38947 0.88803 0.39167 0.87631 0.39835 0.83333 0.40279 0.83204 0.40504 0.77734 0.4006 0.77473 0.40504 0.77473 0.43397 0.819 0.44065 0.84115 0.44733 0.8737 0.44953 0.88803 0.45846 0.89325 0.46958 0.89975 0.49407 0.89842 0.51632 0.88542 0.53857 0.85154 0.55862 0.... |
16 0.5117 0.11348 0.5078 0.17134 0.49609 0.26038 0.49609 0.316 0.56773 0.33829 0.59634 0.34049 0.60417 0.34717 0.63149 0.34717 0.65365 0.31824 0.65493 0.28263 0.63021 0.1669 0.62371 0.15578 0.61067 0.1469 0.59895 0.14466 0.58334 0.13577 0.57029 0.13353 0.56118 0.12685 0.54685 0.12461 0.53124 0.11348 |
9 0.11069 0.2092 0.09375 0.23145 0.09375 0.25594 0.10547 0.26482 0.13019 0.26482 0.13413 0.25814 0.13152 0.2092 |
10 0.7409 0.10904 0.71092 0.12016 0.71092 0.1469 0.71614 0.16022 0.7409 0.15802 0.74218 0.15578 0.74351 0.15802 0.75651 0.15802 0.75779 0.15578 0.79689 0.15578 0.79817 0.15354 0.84637 0.15578 0.85937 0.16022 0.87237 0.16022 0.87759 0.1491 0.87759 0.14022 0.85937 0.12685 0.82943 0.12016 0.8125 0.10904 |
1 0.783369 0.507410 0.779820 0.494947 0.766400 0.468393 0.731331 0.412261 0.727309 0.396614 0.715346 0.373887 0.697737 0.354313 0.673323 0.335617 0.650839 0.323933 0.626571 0.318138 0.602682 0.296909 0.593429 0.298903 0.523179 0.340097 0.520186 0.349376 0.523235 0.364334 0.550070 0.417482 0.570789 0.476200 0.583368 0.5... |
0 0.228252 0.813633 0.210438 0.792461 0.203778 0.770697 0.203308 0.737627 0.210673 0.693108 0.212898 0.690382 0.242309 0.684229 0.255600 0.692248 0.268601 0.709966 0.276338 0.715448 0.281232 0.713216 0.282456 0.709835 0.318715 0.667291 0.346351 0.642781 0.358295 0.635607 0.361242 0.631995 0.354298 0.584435 0.356849 0.5... |
5 0.833387 0.375095 0.835915 0.362647 0.834135 0.338641 0.825897 0.335654 0.815029 0.326556 0.827580 0.341094 0.827517 0.346750 0.833735 0.359705 0.830932 0.411748 0.826230 0.426860 0.827659 0.430722 0.823237 0.436139 0.822696 0.444305 0.816078 0.452413 0.803945 0.482199 0.801516 0.483327 0.801749 0.484890 0.795131 0.4... |
2 0.484124 0.808635 0.483874 0.807060 0.497109 0.790843 0.496876 0.789280 0.517481 0.764035 0.520669 0.756357 0.519468 0.754098 0.442582 0.738012 0.390208 0.723648 0.384382 0.725166 0.370396 0.742303 0.368722 0.742514 0.342456 0.776535 0.325964 0.806092 0.321780 0.818721 0.316836 0.826618 0.309870 0.850116 0.309328 0.8... |
18 0.497926 0.440221 0.499049 0.418271 0.497429 0.407176 0.483326 0.375847 0.447322 0.348928 0.418220 0.339707 0.385697 0.336558 0.360890 0.338876 0.343386 0.343519 0.327057 0.350446 0.313616 0.359420 0.305530 0.369328 0.294661 0.395717 0.292378 0.409746 0.293452 0.429005 0.299670 0.441961 0.314213 0.446565 0.354410 0.... |
13 0.582190 0.548267 0.570038 0.477120 0.524162 0.370691 0.520909 0.348491 0.513422 0.344583 0.506099 0.347944 0.501041 0.342909 0.494737 0.341291 0.485735 0.344861 0.479617 0.350474 0.475657 0.359057 0.476129 0.362241 0.509855 0.403183 0.512194 0.413390 0.520373 0.427681 0.520550 0.434958 0.517568 0.444190 0.506028 0.... |
15 0.811121 0.465947 0.816078 0.452413 0.822469 0.442692 0.825275 0.426183 0.828468 0.418498 0.832267 0.361504 0.828035 0.344267 0.829777 0.338403 0.810427 0.324692 0.779084 0.359364 0.755351 0.380941 0.739919 0.399849 0.776153 0.463904 0.788326 0.493876 |
16 0.776564 0.508288 0.731187 0.434893 0.726892 0.423311 0.721084 0.419196 0.709822 0.431155 0.692706 0.444623 0.668227 0.472768 0.639133 0.499031 0.637163 0.503335 0.635434 0.503562 0.622950 0.518859 0.609026 0.530341 0.600211 0.541140 0.604751 0.548659 0.628664 0.569850 0.657805 0.603296 0.673280 0.614260 0.688194 0.... |
11 0.819805 0.234668 0.810953 0.215598 0.778100 0.192321 0.736618 0.181415 0.722785 0.181561 0.709858 0.188049 0.700321 0.199734 0.694363 0.212613 0.694072 0.222354 0.696956 0.224398 0.716706 0.217044 0.785505 0.243047 0.810996 0.245461 |
12 0.847350 0.292567 0.851666 0.262932 0.847184 0.244120 0.836875 0.226868 0.804957 0.204252 0.797696 0.201958 0.822110 0.220654 0.828607 0.229504 0.829745 0.237452 0.823127 0.245561 0.809523 0.247267 0.784754 0.243967 0.747442 0.231724 0.733400 0.224625 0.722970 0.224332 0.725354 0.228871 0.742820 0.235547 0.793339 0.... |
17 0.723237 0.220274 0.716706 0.217044 0.708405 0.219712 0.703032 0.224455 0.658667 0.247006 0.605955 0.277936 0.592077 0.283750 0.558665 0.304113 0.547944 0.307906 0.500603 0.334103 0.497229 0.334508 0.463788 0.354906 0.481188 0.367234 0.483639 0.366121 0.487309 0.361624 0.495588 0.358940 0.516328 0.346643 0.522946 0.... |
10 0.309060 0.862340 0.308128 0.855979 0.313643 0.834303 0.322294 0.810589 0.327956 0.801804 0.331672 0.791639 0.354012 0.760537 0.353763 0.758952 0.386579 0.722474 0.386124 0.719302 0.373556 0.710397 0.345656 0.738968 0.330246 0.752237 0.310911 0.774079 0.298940 0.781244 0.291161 0.781433 0.276851 0.778391 0.267936 0.... |
16 0.661313 0.627074 0.638378 0.606565 0.606308 0.571055 0.582145 0.553934 0.532008 0.596637 0.514898 0.615753 0.507574 0.619114 0.492148 0.638015 0.492203 0.662252 0.506950 0.674099 0.571187 0.692621 0.579688 0.691547 0.590909 0.685259 0.598500 0.677840 0.611177 0.669777 0.619519 0.661438 0.627565 0.657191 0.636630 0.... |
9 0.846165 0.320172 0.846064 0.301603 0.835424 0.294064 0.824949 0.299439 0.810990 0.316542 0.811668 0.321324 0.834403 0.334583 |
10 0.533821 0.787012 0.545918 0.762848 0.534301 0.754616 0.525567 0.754128 0.512542 0.771935 0.512792 0.773510 0.511068 0.773741 0.503727 0.782735 0.503978 0.784310 0.481899 0.811361 0.482150 0.812936 0.453960 0.845594 0.444690 0.853221 0.437349 0.862215 0.439233 0.869249 0.443091 0.871983 0.459187 0.863493 0.479000 0.... |
1 0.847625 0.400631 0.836450 0.390112 0.805537 0.369898 0.732068 0.329685 0.718565 0.316315 0.691528 0.299194 0.659387 0.287191 0.619479 0.278579 0.585777 0.275911 0.553161 0.279514 0.512492 0.268296 0.502375 0.273667 0.439924 0.339225 0.441413 0.349173 0.453356 0.362253 0.515198 0.402721 0.572695 0.450782 0.628947 0.5... |
0 0.343499 0.900323 0.310229 0.886878 0.290152 0.868681 0.271346 0.837407 0.255726 0.792303 0.256920 0.788875 0.289183 0.771978 0.309719 0.774613 0.335250 0.786581 0.347654 0.788889 0.352356 0.784928 0.351974 0.781254 0.372472 0.727177 0.392461 0.693488 0.402985 0.682180 0.404567 0.677639 0.369921 0.635016 0.363039 0.6... |
5 0.835299 0.256013 0.831500 0.243226 0.816105 0.221064 0.804470 0.221317 0.786277 0.216746 0.809510 0.225858 0.812553 0.231260 0.827236 0.241246 0.852536 0.291793 0.855169 0.307930 0.859030 0.311066 0.856657 0.317879 0.860503 0.325848 0.856952 0.336045 0.858668 0.368927 0.856345 0.370913 0.857489 0.372312 0.853937 0.3... |
2 0.650947 0.799480 0.649775 0.798076 0.656878 0.777683 0.655734 0.776284 0.666793 0.744537 0.666423 0.736038 0.663722 0.734341 0.561639 0.747917 0.490224 0.753925 0.483998 0.757556 0.476491 0.779106 0.474578 0.779936 0.461496 0.822154 0.457801 0.856457 0.459693 0.870038 0.458054 0.879405 0.462566 0.904368 0.466413 0.9... |
18 0.464522 0.443928 0.453779 0.422632 0.445696 0.412688 0.411322 0.388190 0.352829 0.376110 0.312462 0.378270 0.271297 0.387489 0.242501 0.399009 0.223841 0.409998 0.207864 0.422718 0.196518 0.436300 0.192179 0.448759 0.193554 0.477937 0.198522 0.492137 0.210444 0.510049 0.225127 0.520035 0.245297 0.518953 0.305021 0.... |
13 0.626258 0.515037 0.572292 0.451939 0.457987 0.367951 0.441800 0.348060 0.430569 0.347155 0.423544 0.353102 0.414636 0.350212 0.406100 0.351042 0.397155 0.357817 0.392835 0.365452 0.392766 0.375102 0.395095 0.377953 0.458559 0.404224 0.467023 0.413053 0.484820 0.423572 0.489047 0.430427 0.490522 0.440327 0.485367 0.... |
15 0.858405 0.350776 0.856952 0.336045 0.859339 0.324399 0.853637 0.307645 0.853271 0.299137 0.826448 0.243508 0.811812 0.228705 0.810689 0.222474 0.779670 0.216702 0.760792 0.261445 0.743918 0.290878 0.735635 0.314655 0.814885 0.361966 0.846171 0.385899 |
16 0.839859 0.404021 0.744375 0.351263 0.732781 0.341861 0.723470 0.340128 0.716411 0.355731 0.703088 0.374967 0.688931 0.410926 0.668142 0.446828 0.668127 0.451661 0.666157 0.452527 0.659456 0.471763 0.648907 0.487911 0.644176 0.501492 0.653826 0.506938 0.694503 0.518111 0.748274 0.538974 0.773081 0.543591 0.785218 0.... |
11 0.741397 0.127565 0.720149 0.112753 0.667484 0.102953 0.611180 0.108160 0.594490 0.113494 0.582396 0.124519 0.577278 0.139213 0.577156 0.153698 0.582175 0.163072 0.586799 0.163932 0.606687 0.149522 0.704434 0.148414 0.736669 0.141137 |
12 0.806718 0.172284 0.795609 0.142480 0.779801 0.126272 0.757790 0.113736 0.706623 0.104215 0.696555 0.104759 0.736463 0.113371 0.749220 0.119349 0.754982 0.126480 0.751430 0.136677 0.735878 0.143408 0.704031 0.149571 0.652045 0.151941 0.631106 0.150462 0.618300 0.154101 0.623693 0.157522 0.648550 0.157312 0.727193 0.... |
17 0.616386 0.150141 0.606687 0.149522 0.598095 0.155177 0.594197 0.161705 0.552847 0.199812 0.505998 0.249022 0.492379 0.259763 0.463101 0.291677 0.452196 0.299310 0.409249 0.342002 0.405381 0.343654 0.376088 0.375611 0.403980 0.380802 0.406338 0.378823 0.408308 0.373168 0.416865 0.367506 0.435228 0.348022 0.438780 0.... |
10 0.468326 0.916297 0.463689 0.910599 0.458421 0.887912 0.455832 0.862112 0.457851 0.851630 0.456751 0.840568 0.466684 0.802600 0.465508 0.801186 0.485177 0.754171 0.482876 0.751325 0.462728 0.747576 0.444660 0.785226 0.433295 0.803631 0.421898 0.831665 0.411337 0.842975 0.402010 0.846075 0.382985 0.848556 0.367892 0.... |
16 0.765639 0.560271 0.726526 0.549379 0.668064 0.527652 0.629329 0.520444 0.592094 0.579883 0.581892 0.604489 0.574867 0.610435 0.566587 0.634204 0.580020 0.657233 0.604432 0.662961 0.692521 0.656453 0.702236 0.652239 0.712372 0.642045 0.717483 0.632139 0.728405 0.619710 0.733920 0.608646 0.741333 0.601586 0.747236 0.... |
9 0.820504 0.198982 0.810142 0.181360 0.793086 0.178186 0.783350 0.187232 0.775859 0.208739 0.779317 0.213032 0.814191 0.217104 |
10 0.699272 0.760253 0.700613 0.732729 0.681991 0.729264 0.671132 0.732079 0.665161 0.753905 0.666333 0.755309 0.664370 0.756176 0.660430 0.767486 0.661602 0.768890 0.649753 0.802908 0.650925 0.804312 0.634758 0.845956 0.627726 0.856691 0.623786 0.868001 0.629949 0.873984 0.636133 0.875134 0.650966 0.861015 0.664699 0.... |
1 0.489774 0.207815 0.477631 0.212392 0.452118 0.228171 0.398604 0.268424 0.383330 0.273722 0.361525 0.287719 0.343197 0.307292 0.326163 0.333804 0.315966 0.357811 0.311722 0.383216 0.292142 0.409376 0.294694 0.418750 0.339921 0.487996 0.349312 0.490389 0.363963 0.486143 0.415027 0.454586 0.471997 0.428910 0.544984 0.4... |
0 0.828015 0.756430 0.808115 0.776332 0.786936 0.784800 0.754156 0.787735 0.709531 0.783455 0.706689 0.781367 0.698760 0.751553 0.705892 0.737280 0.722663 0.722587 0.727622 0.714218 0.725104 0.709347 0.721674 0.708338 0.677217 0.674175 0.651185 0.647549 0.643327 0.635788 0.639561 0.633022 0.592806 0.643694 0.574703 0.6... |
5 0.355401 0.166146 0.342894 0.164466 0.319188 0.168077 0.316736 0.176777 0.308383 0.188636 0.322028 0.174642 0.327643 0.174287 0.340111 0.166927 0.391918 0.165955 0.407201 0.169674 0.410944 0.167918 0.416593 0.172066 0.424728 0.172019 0.433183 0.178229 0.463486 0.188507 0.464756 0.190924 0.466292 0.190569 0.474747 0.1... |
2 0.807186 0.493464 0.805638 0.493838 0.788729 0.481418 0.787193 0.481774 0.760868 0.462439 0.753053 0.459728 0.750886 0.461131 0.739696 0.541453 0.728694 0.596418 0.730561 0.602302 0.748431 0.615426 0.748744 0.617134 0.784126 0.641644 0.814473 0.656426 0.827261 0.659796 0.835403 0.664299 0.859148 0.669727 0.867283 0.6... |
18 0.440821 0.506565 0.418975 0.507036 0.408067 0.509526 0.377860 0.526363 0.353387 0.565411 0.346044 0.596047 0.344937 0.629752 0.348775 0.655111 0.354468 0.672780 0.362353 0.689073 0.372090 0.702241 0.382421 0.709828 0.409276 0.719058 0.423337 0.720368 0.442377 0.717835 0.454844 0.710476 0.458510 0.695168 0.475792 0.... |
13 0.542788 0.411835 0.472957 0.429615 0.370212 0.484717 0.348389 0.489710 0.344977 0.497705 0.348765 0.504993 0.344083 0.510572 0.342870 0.517180 0.346969 0.526180 0.352917 0.532060 0.361678 0.535500 0.364808 0.534777 0.403335 0.497033 0.413317 0.493870 0.426988 0.484392 0.434197 0.483671 0.443541 0.486056 0.460151 0.... |
15 0.446917 0.182327 0.433183 0.178229 0.423142 0.172371 0.406589 0.170708 0.398766 0.167991 0.341987 0.168305 0.325148 0.173938 0.319222 0.172580 0.306820 0.193511 0.343162 0.223198 0.366041 0.246024 0.385757 0.260505 0.447059 0.218467 0.476041 0.203717 |
16 0.491068 0.214754 0.421067 0.266894 0.409843 0.272173 0.406120 0.278456 0.418683 0.289160 0.433107 0.305776 0.462548 0.328884 0.490408 0.356880 0.494800 0.358589 0.495133 0.360351 0.511084 0.372066 0.523339 0.385545 0.534600 0.393816 0.541778 0.388587 0.561319 0.362405 0.592693 0.329936 0.602611 0.313197 0.590991 0.... |
11 0.216924 0.190531 0.198554 0.201055 0.177497 0.236591 0.169251 0.280092 0.170254 0.294318 0.177492 0.307141 0.189677 0.316090 0.202823 0.321268 0.212506 0.320845 0.214355 0.317725 0.205834 0.297944 0.227364 0.225211 0.228178 0.198797 |
12 0.272658 0.157891 0.242989 0.155646 0.224603 0.161653 0.208126 0.173542 0.187669 0.208067 0.185843 0.215710 0.202877 0.189198 0.211255 0.181856 0.219070 0.180095 0.227525 0.186305 0.230061 0.200180 0.228324 0.225915 0.218492 0.265224 0.212319 0.280202 0.212676 0.290958 0.217031 0.288168 0.222571 0.269697 0.250737 0.... |
17 0.208633 0.290983 0.205834 0.297944 0.208996 0.306290 0.214035 0.311468 0.239160 0.355455 0.273115 0.407413 0.279744 0.421265 0.302020 0.454143 0.306448 0.464895 0.335374 0.511675 0.335985 0.515118 0.358296 0.548022 0.369448 0.529201 0.368192 0.526761 0.363502 0.523317 0.360326 0.514995 0.346840 0.494562 0.338385 0.... |
10 0.871325 0.669654 0.865073 0.671084 0.843225 0.667016 0.819162 0.659870 0.810095 0.654694 0.799780 0.651623 0.767537 0.630936 0.765980 0.631310 0.727755 0.600240 0.724636 0.600944 0.716580 0.614539 0.746657 0.641135 0.760776 0.656010 0.783646 0.674291 0.791497 0.686081 0.792167 0.694072 0.790037 0.709025 0.782882 0.... |
16 0.616066 0.324563 0.597142 0.349686 0.563901 0.385324 0.548414 0.411462 0.593889 0.459895 0.613916 0.476089 0.617705 0.483376 0.637414 0.497852 0.661456 0.495999 0.672295 0.479943 0.686686 0.412460 0.685093 0.403790 0.678159 0.392708 0.670327 0.385446 0.661542 0.372997 0.652751 0.365029 0.648039 0.357063 0.638325 0.... |
9 0.300118 0.157065 0.281702 0.158546 0.274883 0.170054 0.280865 0.180437 0.298699 0.193535 0.303401 0.192484 0.315146 0.168102 |
10 0.782651 0.443920 0.757926 0.433261 0.750481 0.445827 0.750537 0.454852 0.769012 0.466937 0.770559 0.466563 0.770895 0.468320 0.780274 0.475208 0.781821 0.474834 0.810028 0.495551 0.811575 0.495177 0.845724 0.521769 0.853866 0.530744 0.863244 0.537632 0.870106 0.535172 0.872579 0.530999 0.863157 0.515062 0.843421 0.... |
1 0.243797 0.427236 0.244111 0.440887 0.250113 0.471320 0.268899 0.537191 0.268898 0.554230 0.274470 0.580386 0.285918 0.604593 0.303766 0.629460 0.321499 0.646662 0.342232 0.658208 0.359010 0.685563 0.367898 0.685635 0.441483 0.659357 0.446379 0.650488 0.447104 0.634383 0.435114 0.573477 0.429995 0.508241 0.435944 0.4... |
0 0.820750 0.239450 0.832011 0.265349 0.832980 0.289295 0.825670 0.323462 0.808548 0.367620 0.805885 0.369916 0.777674 0.369493 0.767452 0.358178 0.759764 0.336942 0.754004 0.329518 0.749027 0.330692 0.747122 0.333893 0.704162 0.369375 0.673270 0.388266 0.660720 0.392909 0.657192 0.395951 0.652383 0.446530 0.645829 0.4... |
5 0.167306 0.552011 0.162092 0.564250 0.158094 0.589383 0.164894 0.594353 0.172658 0.606221 0.164635 0.588363 0.166016 0.582553 0.163387 0.567781 0.178117 0.514825 0.185933 0.500343 0.185537 0.496037 0.190829 0.491474 0.193233 0.483189 0.201154 0.476359 0.219168 0.448471 0.221643 0.447868 0.221797 0.446205 0.229718 0.4... |
2 0.586673 0.185785 0.586532 0.187464 0.570689 0.201124 0.570536 0.202787 0.545873 0.224051 0.541174 0.231226 0.541739 0.233829 0.607961 0.268068 0.652273 0.294900 0.657931 0.294676 0.674672 0.280241 0.676246 0.280408 0.708115 0.251407 0.730043 0.224757 0.736807 0.212712 0.743155 0.205716 0.754995 0.183116 0.757399 0.1... |
18 0.487899 0.562043 0.481741 0.584391 0.480619 0.596191 0.486125 0.631699 0.512599 0.667698 0.536932 0.683884 0.565799 0.694602 0.588922 0.697917 0.605941 0.697158 0.622426 0.693777 0.636760 0.687624 0.646439 0.679279 0.662508 0.654599 0.667869 0.640675 0.671398 0.620593 0.668769 0.605821 0.656609 0.597736 0.624684 0.... |
13 0.436481 0.431399 0.430894 0.507466 0.447747 0.627622 0.445514 0.651234 0.451415 0.656979 0.458867 0.655201 0.462292 0.661550 0.467653 0.664664 0.476682 0.663057 0.483564 0.658682 0.489177 0.650753 0.489492 0.647365 0.468374 0.597447 0.468634 0.586397 0.464532 0.569799 0.466074 0.562263 0.470949 0.553441 0.485202 0.... |
15 0.208833 0.463560 0.201154 0.476359 0.193062 0.484902 0.186645 0.501260 0.181939 0.508441 0.165145 0.566265 0.164963 0.584991 0.162006 0.590630 0.176411 0.609198 0.213054 0.580694 0.239706 0.563927 0.258178 0.548001 0.240185 0.473701 0.236118 0.440035 |
16 0.250197 0.427896 0.274326 0.513915 0.275525 0.526830 0.279849 0.532404 0.292899 0.522676 0.311630 0.512739 0.340499 0.489379 0.373127 0.469019 0.375927 0.465039 0.377554 0.465202 0.392498 0.452317 0.407859 0.443692 0.418409 0.434596 0.416037 0.425809 0.399228 0.398487 0.380529 0.357344 0.369009 0.342494 0.352911 0.... |
11 0.146808 0.699759 0.150404 0.721434 0.174861 0.752959 0.210068 0.773725 0.222694 0.776754 0.235979 0.773043 0.247394 0.763201 0.255831 0.751307 0.258376 0.741341 0.256228 0.738573 0.236530 0.741607 0.179990 0.699013 0.157352 0.690668 |
12 0.135284 0.633797 0.124421 0.663326 0.124098 0.683731 0.129445 0.703869 0.153207 0.734497 0.159279 0.738529 0.141431 0.713662 0.137588 0.703054 0.138412 0.694607 0.146334 0.687777 0.159116 0.689147 0.180889 0.698238 0.211988 0.719423 0.223109 0.729963 0.232534 0.732662 0.231426 0.727439 0.217090 0.716549 0.178487 0.... |
17 0.231341 0.736780 0.236530 0.741607 0.244711 0.740767 0.250711 0.737117 0.296371 0.724090 0.351590 0.704351 0.365584 0.701553 0.400762 0.688260 0.411408 0.686818 0.460630 0.670719 0.463797 0.671078 0.499009 0.657756 0.486056 0.641060 0.483565 0.641643 0.479171 0.645431 0.471007 0.646292 0.449251 0.654190 0.441330 0.... |
10 0.758592 0.170713 0.757952 0.177477 0.747860 0.198535 0.734436 0.220969 0.727227 0.228716 0.721466 0.238330 0.693852 0.265228 0.693708 0.266918 0.655301 0.296943 0.654973 0.300315 0.664330 0.312375 0.696412 0.289362 0.713543 0.279239 0.736254 0.261188 0.748828 0.256560 0.755952 0.258153 0.768266 0.264575 0.774563 0.... |
16 0.382900 0.332048 0.398977 0.358442 0.419860 0.402385 0.437848 0.425572 0.493478 0.393116 0.513526 0.377361 0.520979 0.375583 0.539444 0.359662 0.545065 0.334688 0.534413 0.319097 0.480276 0.285257 0.472286 0.284409 0.460601 0.288306 0.451955 0.294202 0.438530 0.299592 0.428985 0.306263 0.420667 0.308787 0.410257 0.... |
9 0.142823 0.605639 0.138569 0.624787 0.146490 0.634996 0.157283 0.631868 0.173991 0.617463 0.174493 0.612382 0.156901 0.593501 |
10 0.536377 0.196631 0.519710 0.218738 0.528358 0.229885 0.536194 0.232396 0.552218 0.217050 0.552358 0.215371 0.553982 0.215529 0.562768 0.207954 0.562909 0.206274 0.589336 0.183489 0.589476 0.181809 0.622778 0.154654 0.633001 0.148930 0.641787 0.141354 0.641719 0.133676 0.638847 0.129974 0.622208 0.135018 0.599809 0.... |
1 0.426434 0.756020 0.440101 0.755740 0.470588 0.749814 0.536591 0.731193 0.553650 0.731237 0.579854 0.725731 0.604121 0.714344 0.629068 0.696558 0.646340 0.678869 0.657958 0.658164 0.685392 0.641455 0.685490 0.632567 0.659385 0.558916 0.650519 0.553998 0.634397 0.553233 0.573384 0.565070 0.508055 0.570025 0.428508 0.5... |
0 0.240032 0.178597 0.265994 0.167402 0.289971 0.166492 0.324159 0.173888 0.368322 0.191121 0.370613 0.193789 0.370111 0.222000 0.358754 0.232193 0.337471 0.239828 0.330022 0.245569 0.331183 0.250549 0.334383 0.252462 0.369787 0.295511 0.388615 0.326450 0.393229 0.339012 0.396265 0.342548 0.446891 0.347483 0.464937 0.3... |
5 0.551145 0.832823 0.563384 0.838068 0.588536 0.842129 0.593531 0.835341 0.605435 0.827608 0.587533 0.835585 0.581720 0.834190 0.566923 0.836782 0.513945 0.821919 0.499467 0.814067 0.495155 0.814452 0.490601 0.809149 0.482312 0.806724 0.475496 0.798785 0.447626 0.780702 0.447028 0.778225 0.445363 0.778067 0.438547 0.7... |
2 0.185649 0.412539 0.187330 0.412684 0.200962 0.428561 0.202626 0.428719 0.223848 0.453435 0.231018 0.458152 0.233625 0.457594 0.268090 0.391458 0.295078 0.347214 0.294870 0.341555 0.280465 0.324777 0.280636 0.323204 0.251689 0.291262 0.225068 0.269267 0.213028 0.262474 0.206040 0.256108 0.183447 0.244212 0.175158 0.2... |
18 0.562084 0.512257 0.584442 0.518471 0.596252 0.519622 0.631818 0.514205 0.667935 0.487822 0.684208 0.463530 0.695020 0.434690 0.698403 0.411575 0.697691 0.394554 0.694352 0.378061 0.688231 0.363711 0.679904 0.354011 0.655239 0.337881 0.641312 0.332485 0.621217 0.328905 0.606419 0.331497 0.598291 0.343636 0.568399 0.... |
13 0.431139 0.563347 0.507282 0.569124 0.627630 0.552572 0.651264 0.554865 0.657032 0.548979 0.655273 0.541522 0.661639 0.538113 0.664772 0.532760 0.663189 0.523727 0.658827 0.516834 0.650905 0.511201 0.647513 0.510877 0.597476 0.531870 0.586414 0.531583 0.569784 0.535643 0.562244 0.534082 0.553424 0.529185 0.539599 0.... |
15 0.462704 0.791075 0.475496 0.798785 0.484027 0.806899 0.500387 0.813358 0.507563 0.818081 0.565411 0.835020 0.584158 0.835249 0.589796 0.838220 0.608426 0.823862 0.579990 0.787148 0.563277 0.760454 0.547383 0.741942 0.472945 0.759748 0.439226 0.763731 |
16 0.427112 0.749622 0.513302 0.725708 0.526236 0.724541 0.531829 0.720231 0.522125 0.707157 0.512229 0.688401 0.488921 0.659474 0.468627 0.626795 0.464650 0.623984 0.464818 0.622358 0.451960 0.607382 0.443368 0.592000 0.434289 0.581426 0.425485 0.583777 0.398084 0.600517 0.356839 0.619112 0.341939 0.630595 0.349578 0.... |
11 0.699013 0.853692 0.720724 0.850150 0.752355 0.825773 0.773245 0.790618 0.776313 0.778000 0.772635 0.764705 0.762812 0.753265 0.750928 0.744798 0.740957 0.742229 0.738180 0.744369 0.741163 0.764075 0.698360 0.820508 0.689941 0.843125 |
12 0.632940 0.865051 0.662474 0.875988 0.682903 0.876361 0.703080 0.871065 0.733811 0.847380 0.737865 0.841319 0.712919 0.859104 0.702286 0.862920 0.693832 0.862075 0.687016 0.854136 0.688423 0.841357 0.697586 0.819607 0.718883 0.788561 0.729467 0.777467 0.732195 0.768048 0.726963 0.769143 0.716019 0.783452 0.671756 0.... |
17 0.736315 0.769252 0.741163 0.764075 0.740344 0.755892 0.736707 0.749883 0.723791 0.704190 0.704182 0.648922 0.701420 0.634921 0.688210 0.599709 0.686795 0.589060 0.670815 0.539798 0.671183 0.536632 0.657943 0.501386 0.641191 0.514297 0.641768 0.516791 0.645548 0.521193 0.646387 0.529360 0.654234 0.551136 0.661050 0.... |
10 0.171038 0.240583 0.177809 0.241240 0.198864 0.251385 0.221288 0.264864 0.229024 0.272094 0.238634 0.277879 0.265487 0.305560 0.267178 0.305708 0.297132 0.344190 0.300507 0.344526 0.312608 0.335200 0.289657 0.303061 0.279569 0.285904 0.261560 0.263148 0.256961 0.250563 0.258577 0.243442 0.265041 0.231144 0.275121 0.... |
16 0.331519 0.616678 0.357989 0.600667 0.402044 0.579895 0.425309 0.561965 0.392970 0.506254 0.377251 0.486166 0.375492 0.478709 0.359604 0.460204 0.334615 0.454521 0.318976 0.465133 0.284943 0.519185 0.284072 0.527173 0.287941 0.538868 0.293820 0.547528 0.299180 0.560968 0.305832 0.570529 0.308336 0.578853 0.315733 0.... |
9 0.604769 0.857441 0.623928 0.861743 0.634172 0.853848 0.631070 0.843047 0.616694 0.826303 0.611609 0.825787 0.592656 0.843332 |
10 0.196368 0.462863 0.218455 0.479585 0.229640 0.470964 0.232176 0.463135 0.216856 0.447073 0.215175 0.446928 0.215338 0.445305 0.207778 0.436500 0.206096 0.436355 0.183357 0.409871 0.181676 0.409726 0.154582 0.376356 0.148879 0.366119 0.141318 0.357314 0.133631 0.357363 0.129917 0.360225 0.134920 0.376877 0.149534 0.... |
1 0.257653 0.386464 0.256305 0.400858 0.258495 0.433715 0.268918 0.505670 0.266849 0.523580 0.269137 0.551878 0.277422 0.578978 0.291902 0.607697 0.307199 0.628342 0.326125 0.643477 0.339253 0.674657 0.347958 0.676019 0.423289 0.659039 0.429165 0.650425 0.431831 0.633601 0.427469 0.567849 0.430368 0.498538 0.445845 0.4... |
0 0.846083 0.272521 0.853979 0.301372 0.852023 0.326682 0.840710 0.361538 0.818564 0.405477 0.815674 0.407505 0.788067 0.402980 0.779420 0.389609 0.774460 0.366176 0.769714 0.357539 0.764692 0.358053 0.762436 0.361142 0.716012 0.392225 0.683433 0.407614 0.670565 0.410679 0.666737 0.413366 0.655884 0.465835 0.647269 0.4... |
5 0.167519 0.506555 0.160922 0.518665 0.153952 0.544504 0.160015 0.550712 0.166186 0.564309 0.160488 0.544378 0.162547 0.538471 0.161763 0.522563 0.182631 0.469032 0.192052 0.454940 0.192186 0.450356 0.197928 0.446326 0.201290 0.437964 0.209885 0.431931 0.230930 0.405223 0.233430 0.404947 0.233783 0.403221 0.242378 0.3... |
2 0.623110 0.182260 0.622768 0.184005 0.605578 0.196071 0.605226 0.197797 0.578466 0.216582 0.572989 0.223444 0.573226 0.226261 0.633994 0.271827 0.674180 0.306439 0.679754 0.307022 0.697919 0.294271 0.699441 0.294674 0.734205 0.268799 0.758938 0.243958 0.767031 0.232276 0.774104 0.225840 0.788454 0.203798 0.791817 0.1... |
18 0.480606 0.563464 0.471856 0.586064 0.469324 0.598304 0.470413 0.636423 0.491997 0.678091 0.513889 0.698624 0.540889 0.714065 0.563156 0.720893 0.579933 0.722556 0.596505 0.721387 0.611305 0.716992 0.621807 0.709621 0.640556 0.686003 0.647502 0.672142 0.653399 0.651545 0.652615 0.635637 0.641675 0.625381 0.613989 0.... |
13 0.446053 0.418706 0.431344 0.497853 0.433282 0.626588 0.428227 0.651084 0.433315 0.657976 0.440837 0.657185 0.443424 0.664353 0.448301 0.668402 0.457349 0.668019 0.464626 0.664416 0.471092 0.656893 0.471812 0.653377 0.457167 0.597854 0.458763 0.586277 0.456756 0.568237 0.459183 0.560539 0.465033 0.551971 0.480687 0.... |
15 0.218967 0.419589 0.209885 0.431931 0.200914 0.439740 0.192638 0.456006 0.187153 0.462874 0.163670 0.521225 0.161219 0.540881 0.157635 0.546381 0.169504 0.567981 0.208888 0.543319 0.237052 0.529550 0.257095 0.515481 0.248473 0.434782 0.248572 0.398807 |
16 0.263848 0.388084 0.277064 0.481989 0.276672 0.495738 0.280234 0.502222 0.294209 0.493884 0.313779 0.486148 0.344916 0.465769 0.379376 0.449086 0.382604 0.445308 0.384179 0.445715 0.400394 0.434333 0.416500 0.427489 0.427948 0.419453 0.426688 0.409874 0.413526 0.378725 0.400187 0.332774 0.390695 0.315500 0.373981 0.... |
11 0.129490 0.658889 0.130385 0.682192 0.150536 0.718865 0.182532 0.745785 0.194542 0.750795 0.208017 0.748816 0.220403 0.740121 0.230118 0.728839 0.233823 0.718732 0.232053 0.715512 0.212373 0.715853 0.162112 0.662905 0.140931 0.650859 |
12 0.126198 0.587890 0.111964 0.617357 0.109171 0.638759 0.111969 0.660699 0.131547 0.696329 0.137010 0.701445 0.122531 0.672726 0.120051 0.661019 0.121884 0.652260 0.130479 0.646227 0.142845 0.649515 0.163087 0.662220 0.191005 0.688986 0.200628 0.701672 0.209542 0.705872 0.209089 0.700222 0.196356 0.686702 0.163863 0.... |
End of preview. Expand in Data Studio
CarDamagePanel: rotation + photometric augmented
YOLO-format panel labels for damaged-car images, exported from Ultralytics Platform
(team-ks/cardamagepanel). Only the train split is augmented; val and test are untouched.
Splits
| split | images |
|---|---|
| train | 2905 |
| val | 103 |
| test | 47 |
| test_rotdeg | 47 |
train = 415 originals x 7 (original + 6 augmented copies).
test_rotdeg = each test image with one random full-range rotation plus the photometric effects below, used to measure robustness.
Use data.yaml for normal training/eval and data_rotdeg.yaml to evaluate on test_rotdeg.
Offline augmentation (baked into train)
Rotation, applied to every copy. 5 copies, one from each 72-degree band over -180 to +180 degrees (so sideways and upside-down views are guaranteed), plus 1 copy from -90 to +90 degrees. The canvas is expanded so nothing is cropped, and polygons are rotated with the same affine matrix and clipped.
Photometric effects (pixels only, labels unchanged), applied independently to each copy:
| Effect | Chance | What it does |
|---|---|---|
| Colour shift | 70% | hue +/-12 deg, saturation 0.5-1.5x, brightness 0.55-1.45x, contrast 0.7-1.3x |
| Blur | 40% | Gaussian or directional motion blur, kernel 3-11 px |
| JPEG compression | 30% | re-encode at quality 30-75 |
| Noise | 25% | Gaussian, sigma 4-18 |
| Negative | 15% | invert all colours |
| Cutout | 10% | 1-3 random boxes (5-20% of image), never covering more than half of any labelled part |
| Grayscale | 10% | drop colour |
Label/pixel alignment check (rotated label polygons vs rotated label masks): min IoU 0.986, mean 0.991.
Online augmentation (set at training time, not baked in)
model.train(data="data.yaml", imgsz=768,
multi_scale=0.4, # random 0.6x-1.4x of 768 px per batch
fliplr=0.5, # class names are not left/right specific
scale=0.5, translate=0.1,
mosaic=1.0, close_mosaic=20,
degrees=0) # rotation already baked in
Usage
from huggingface_hub import snapshot_download
path = snapshot_download("shanexf/cardamagepanel-rotaug", repo_type="dataset")
# train with f"{path}/data.yaml"
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